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Understall
“I don’t know how you can keep your hands to yourself.”
Seiya was finally beginning to like drinking with Haruka whenshesaid that.
“What?”The straw he was chewing onfellout of his mouth when he responded.
Haruka was shameless when she wanted to be. “Well,if it weremewho could—” She mimed Seiya’s transformati... | Understall
“I don’t know how you can keep your hands to yourself.”
Seiya was finally beginning to like drinking with Haruka whenshesaid that.
“What?”The straw he was chewing onfellout of his mouth when he responded.
Haruka was shameless when she wanted to be. “Well,if it weremewho could—” She mimed Seiya’s transformati... | ao3_english | 2025-12-14T00:00:00Z | https://archiveofourown.gay/works/75744656 | {"authors": ["MarineCathedral"], "language": "English", "title": "Understall"} |
My everything
One day, on the top of an old mountain, something happened. What happened chichi, what happened ??? Heh... You all are not ready for the story im about to tell you... It was around 7am. The nature slowly awaken from its slumber and go about its business, the sky was so bright it could turn alive and start... | My everything
One day, on the top of an old mountain, something happened. What happened chichi, what happened ??? Heh... You all are not ready for the story im about to tell you... It was around 7am. The nature slowly awaken from its slumber and go about its business, the sky was so bright it could turn alive and start... | ao3_english | 2025-12-14T00:00:00Z | https://archiveofourown.gay/works/75745276 | {"authors": ["Nogirui"], "language": "English", "title": "My everything"} |
Things Change
The festival was fun.
Town all dressed up in new colors, peppered with attractions and stands. Streets overflowing with people enjoying their day.
Kris had fun. They enjoyed spending time with Susie and Noelle. Laughed at the way Susie tore into every snack they grabbed. Smiled after the thousandth ti... | Things Change
The festival was fun.
Town all dressed up in new colors, peppered with attractions and stands. Streets overflowing with people enjoying their day.
Kris had fun. They enjoyed spending time with Susie and Noelle. Laughed at the way Susie tore into every snack they grabbed. Smiled after the thousandth ti... | ao3_english | 2025-12-14T00:00:00Z | https://archiveofourown.gay/works/75742766 | {"authors": ["Radi__7"], "language": "English", "title": "Things Change"} |
Lullaby
That numbing feeling has come to haunt him once again.The guilt that has been with him ever since the death of his mother. A slow, agonizing ache that seems to envelop his entire soul. It cradles it wholly in misery and snuffs out any of his hopes with cynical glee.
Oswell lets his horse tread slowly, lazily, f... | Lullaby
That numbing feeling has come to haunt him once again.The guilt that has been with him ever since the death of his mother. A slow, agonizing ache that seems to envelop his entire soul. It cradles it wholly in misery and snuffs out any of his hopes with cynical glee.
Oswell lets his horse tread slowly, lazily, f... | ao3_english | 2025-12-14T00:00:00Z | https://archiveofourown.gay/works/75742776 | {"authors": ["sulfur_killingz"], "language": "English", "title": "Lullaby"} |
Shake It Out
The sun hung low over the campsite, casting long shadows across the trampled earth. Tav stood, sword in hand staring into the distance. Her pace was steady as she moved with relentless focus. Her blade a flash of silver and a rusting hue of dried blood from the battle won. Sweat traced down her brow, but h... | Shake It Out
The sun hung low over the campsite, casting long shadows across the trampled earth. Tav stood, sword in hand staring into the distance. Her pace was steady as she moved with relentless focus. Her blade a flash of silver and a rusting hue of dried blood from the battle won. Sweat traced down her brow, but h... | ao3_english | 2025-12-14T00:00:00Z | https://archiveofourown.gay/works/75739466 | {"authors": ["Jade_Dragon_Rider"], "language": "English", "title": "Shake It Out"} |
Once More to See You
Robby and Whitaker began dating not long after Dennis became an intern at the Pitt. It wasn't out of the blue. They had been talking even after Dennis left the Pitt after his placement was over because Whitaker was living with Trinity, who kept dragging him out to join her and the Pitt gang on thei... | Once More to See You
Robby and Whitaker began dating not long after Dennis became an intern at the Pitt. It wasn't out of the blue. They had been talking even after Dennis left the Pitt after his placement was over because Whitaker was living with Trinity, who kept dragging him out to join her and the Pitt gang on thei... | ao3_english | 2025-12-14T00:00:00Z | https://archiveofourown.gay/works/75739471 | {"authors": ["yaoi_master"], "language": "English", "title": "Once More to See You"} |
I Don't Love You Anymore
Shang Qinghua hated Luo Binghe. Once he thought of him as his son, but that was before Shen Qingqiu, before the Endless Abyss.
Mobei-Jun hated him as well, and Shen Qingqiu. It was only thanks to careful persuasion (begging, pleading and crying) from Shang Qinghua that Mobei-Jun didn’t wage war... | I Don't Love You Anymore
Shang Qinghua hated Luo Binghe. Once he thought of him as his son, but that was before Shen Qingqiu, before the Endless Abyss.
Mobei-Jun hated him as well, and Shen Qingqiu. It was only thanks to careful persuasion (begging, pleading and crying) from Shang Qinghua that Mobei-Jun didn’t wage war... | ao3_english | 2025-12-14T00:00:00Z | https://archiveofourown.gay/works/75746141/chapters/198115571 | {"authors": ["Tachi_short_for_Tachihara"], "language": "English", "title": "I Don't Love You Anymore"} |
An Avian Menace
A sharp, cold gust of wind blows down the streets of Mantle, making old hanging signs sway, loose windows rattle, and the people pull their coats closer to themselves. Ghira Belladonna, to-be Chieftain of Menagerie finds himself as one of these people, the biting chill cutting through even his healthy m... | An Avian Menace
A sharp, cold gust of wind blows down the streets of Mantle, making old hanging signs sway, loose windows rattle, and the people pull their coats closer to themselves. Ghira Belladonna, to-be Chieftain of Menagerie finds himself as one of these people, the biting chill cutting through even his healthy m... | ao3_english | 2025-12-14T00:00:00Z | https://archiveofourown.gay/works/75743436/chapters/198108326 | {"authors": ["TheWashingtonGem"], "language": "English", "title": "An Avian Menace"} |
Merging my past with the future I get to have
At the San Fransokyo Mall, Sunday May 27th 2035, 11:03am…
Juniper pops her lips as she, Olivia, Karmi and Ari walk through the mall, having enjoyed some McDonald’s at the food court for a late breakfast as they enjoy their mall outing. “So, what store should we hit first?” ... | Merging my past with the future I get to have
At the San Fransokyo Mall, Sunday May 27th 2035, 11:03am…
Juniper pops her lips as she, Olivia, Karmi and Ari walk through the mall, having enjoyed some McDonald’s at the food court for a late breakfast as they enjoy their mall outing. “So, what store should we hit first?” ... | ao3_english | 2025-12-13T00:00:00Z | https://archiveofourown.gay/works/75740051 | {"authors": ["PepsiMagnet"], "language": "English", "title": "Merging my past with the future I get to have"} |
Kill For You
The rain hadn’t stopped hammering the docks. It came down in sheets, turning the pavement slick and reflective- perfect for photography, terrible for survival.
Peach was adjusting his lens, crouching between stacked shipping crates, trying to catch the way the neon signs across the river cut sharp pink str... | Kill For You
The rain hadn’t stopped hammering the docks. It came down in sheets, turning the pavement slick and reflective- perfect for photography, terrible for survival.
Peach was adjusting his lens, crouching between stacked shipping crates, trying to catch the way the neon signs across the river cut sharp pink str... | ao3_english | 2025-12-14T00:00:00Z | https://archiveofourown.gay/works/75737131 | {"authors": ["sunmyne"], "language": "English", "title": "Kill For You"} |
# Variable Record Table: A Unified Hardware-Assisted Framework for Runtime Security
Abstract- Modern computing systems face security threats, including memory corruption attacks, speculative execution vulnerabilities, and control-flow hijacking. Although existing solutions address these threats individually, they freq... | # Variable Record Table: A Unified Hardware-Assisted Framework for Runtime Security
Abstract- Modern computing systems face security threats, including memory corruption attacks, speculative execution vulnerabilities, and control-flow hijacking. Although existing solutions address these threats individually, they freq... | arxiv_cs | 2025-12-14T00:00:00Z | https://arxiv.org/pdf/2512.15777 | {"title": "Variable Record Table: A Unified Hardware-Assisted Framework for Runtime Security", "raw_content": "# Variable Record Table: A Unified Hardware-Assisted Framework for Runtime Security\n\nSuraj Kumar Sah\n\nDepartment of Computer Science and Engineering\n\nKathmandu University\n\nDhulikhel, Nepal\n\nsurajsah2... |
# Enhanced Web User Interface Design Via Cross-Device Responsiveness Assessment Using An Improved HCI-INTEGRATED DL Schemes
Shrinivass Arunachalam Balasubramanian*
Senior Full Stack Engineer, Independent Researcher, United States, shrinivassab@gmail.com
User Interface (UI) optimization is essential in the digital er... | # Enhanced Web User Interface Design Via Cross-Device Responsiveness Assessment Using An Improved HCI-INTEGRATED DL Schemes
Shrinivass Arunachalam Balasubramanian*
Senior Full Stack Engineer, Independent Researcher, United States, shrinivassab@gmail.com
User Interface (UI) optimization is essential in the digital er... | arxiv_cs | 2025-12-13T00:00:00Z | https://arxiv.org/pdf/2512.15775 | {"title": "Enhanced Web User Interface Design Via Cross-Device Responsiveness Assessment Using An Improved HCI-INTEGRATED DL Schemes", "raw_content": "# Enhanced Web User Interface Design Via Cross-Device Responsiveness Assessment Using An Improved HCI-INTEGRATED DL Schemes\n\nShrinivass Arunachalam Balasubramanian*\n\... |
# Auto-Tuning Safety Guardrails for Black-Box Large Language Models
Abstract
Large language models (LLMs) are increasingly deployed behind safety guardrails such as system prompts and content filters, especially in settings where product teams cannot modify model weights. In practice these guardrails are typically ha... | # Auto-Tuning Safety Guardrails for Black-Box Large Language Models
Abstract
Large language models (LLMs) are increasingly deployed behind safety guardrails such as system prompts and content filters, especially in settings where product teams cannot modify model weights. In practice these guardrails are typically ha... | arxiv_cs | 2025-12-14T00:00:00Z | https://arxiv.org/pdf/2512.15782 | {"title": "Auto-Tuning Safety Guardrails for Black-Box Large Language Models", "raw_content": "# Auto-Tuning Safety Guardrails for Black-Box Large Language Models\n\nPerry Abdulkadir* \nUniversity of St. Thomas \nabdu9698@stthomas.edu \nperry.abdulkadir@gmail.com\n\nDecember 10, 2025\n\n# Abstract\n\nLarge language ... |
# Data Valuation for LLM Fine-Tuning: Efficient Shapley Value Approximation via Language Model Arithmetic
MÉLISSA TAMINE*, Criteo AI Lab, Fairplay joint team, France
OTMANE SAKHI*, Criteo AI Lab, France
BENJAMIN HEYMANN*, Criteo AI Lab, Fairplay joint team, France
Data is a critical asset for training large languag... | # Data Valuation for LLM Fine-Tuning: Efficient Shapley Value Approximation via Language Model Arithmetic
MÉLISSA TAMINE*, Criteo AI Lab, Fairplay joint team, France
OTMANE SAKHI*, Criteo AI Lab, France
BENJAMIN HEYMANN*, Criteo AI Lab, Fairplay joint team, France
Data is a critical asset for training large languag... | arxiv_cs | 2025-12-12T00:00:00Z | https://arxiv.org/pdf/2512.15765 | {"title": "Data Valuation for LLM Fine-Tuning: Efficient Shapley Value Approximation via Language Model Arithmetic", "raw_content": "# Data Valuation for LLM Fine-Tuning: Efficient Shapley Value Approximation via Language Model Arithmetic\n\nMÉLISSA TAMINE*, Criteo AI Lab, Fairplay joint team, France\n\nOTMANE SAKHI*, ... |
# GLOW: Graph-Language Co-Reasoning for Agentic Workflow Performance Prediction
Abstract
Agentic Workflows (AWs) have emerged as a promising paradigm for solving complex tasks. However, the scalability of automating their generation is severely constrained by the high cost and latency of execution-based evaluation. E... | # GLOW: Graph-Language Co-Reasoning for Agentic Workflow Performance Prediction
Abstract
Agentic Workflows (AWs) have emerged as a promising paradigm for solving complex tasks. However, the scalability of automating their generation is severely constrained by the high cost and latency of execution-based evaluation. E... | arxiv_cs | 2025-12-11T00:00:00Z | https://arxiv.org/pdf/2512.15751 | {"title": "GLOW: Graph-Language Co-Reasoning for Agentic Workflow Performance Prediction", "raw_content": "# GLOW: Graph-Language Co-Reasoning for Agentic Workflow Performance Prediction\n\nWei Guan $^{1,2}$ , Jian Cao $^{1}$ , Jinyu Cai $^{2}$ , Qiqi Cai $^{1}$ , Jianqi Gao $^{3}$ , See-Kiong Ng $^{2}$\n\n$^{1}$ Schoo... |
# PHANTOM: Progressive High-fidelity Adversarial Network for Threat Object Modeling
Abstract
The scarcity of high-quality cyberattack datasets poses a fundamental challenge to developing robust machine learning-based intrusion detection systems. Real-world attack data is difficult to obtain due to privacy regulations... | # PHANTOM: Progressive High-fidelity Adversarial Network for Threat Object Modeling
Abstract
The scarcity of high-quality cyberattack datasets poses a fundamental challenge to developing robust machine learning-based intrusion detection systems. Real-world attack data is difficult to obtain due to privacy regulations... | arxiv_cs | 2025-12-12T00:00:00Z | https://arxiv.org/pdf/2512.15768 | {"title": "PHANTOM: Progressive High-fidelity Adversarial Network for Threat Object Modeling", "raw_content": "# PHANTOM: Progressive High-fidelity Adversarial Network for Threat Object Modeling\n\nJamal Al-Karaki $^{1,2}$ , Muhammad Al-Zafar Khan $^{1*}$ , Rand Derar Mohammad Al Athamneh $^{1}$\n\n$^{1}$ College of In... |
# D3G: Diverse Demographic Data Generation Increases Zero-Shot Image Classification Accuracy within Multimodal Models
Abstract
Image classification is a task essential for machine perception to achieve human-level image understanding. Multimodal models such as CLIP have been able to perform well on this task by learn... | # D3G: Diverse Demographic Data Generation Increases Zero-Shot Image Classification Accuracy within Multimodal Models
Abstract
Image classification is a task essential for machine perception to achieve human-level image understanding. Multimodal models such as CLIP have been able to perform well on this task by learn... | arxiv_cs | 2025-12-10T00:00:00Z | https://arxiv.org/pdf/2512.15747 | {"title": "D3G: Diverse Demographic Data Generation Increases Zero-Shot Image Classification Accuracy within Multimodal Models", "raw_content": "# D3G: Diverse Demographic Data Generation Increases Zero-Shot Image Classification Accuracy within Multimodal Models\n\nJavon Hickmon\n\nDepartment of Computer Science, Unive... |
# A SPECIAL CASE OF QUADRATIC EXTRAPOLATION UNDER THE NEURAL TANGENT KERNEL
ABSTRACT
It has been demonstrated both theoretically and empirically that the ReLU MLP tends to extrapolate linearly for an out-of-distribution evaluation point. The machine learning literature provides ample analysis with respect to the mech... | # A SPECIAL CASE OF QUADRATIC EXTRAPOLATION UNDER THE NEURAL TANGENT KERNEL
ABSTRACT
It has been demonstrated both theoretically and empirically that the ReLU MLP tends to extrapolate linearly for an out-of-distribution evaluation point. The machine learning literature provides ample analysis with respect to the mech... | arxiv_cs | 2025-12-10T00:00:00Z | https://arxiv.org/pdf/2512.15749 | {"title": "A Special Case of Quadratic Extrapolation Under the Neural Tangent Kernel", "raw_content": "# A SPECIAL CASE OF QUADRATIC EXTRAPOLATION UNDER THE NEURAL TANGENT KERNEL\n\nAbiel J. Kim\n\nDecember 19, 2025\n\n# ABSTRACT\n\nIt has been demonstrated both theoretically and empirically that the ReLU MLP tends to ... |
# RAMBO: Reliability Analysis for Mamba through Bit-flip attack Optimization
Abstract
State-space models (SSMs), exemplified by the Mamba architecture, have recently emerged as state-of-the-art sequence-modeling frameworks, offering linear-time scalability together with strong performance in long-context settings. Ow... | # RAMBO: Reliability Analysis for Mamba through Bit-flip attack Optimization
Abstract
State-space models (SSMs), exemplified by the Mamba architecture, have recently emerged as state-of-the-art sequence-modeling frameworks, offering linear-time scalability together with strong performance in long-context settings. Ow... | arxiv_cs | 2025-12-14T00:00:00Z | https://arxiv.org/pdf/2512.15778 | {"title": "RAMBO: Reliability Analysis for Mamba through Bit-flip attack Optimization", "raw_content": "# RAMBO: Reliability Analysis for Mamba through Bit-flip attack Optimization\n\nSanjay Das $^{1*}$ , Swastik Bhattacharya $^{1}$ , Shamik Kundu $^{2}$ , Arnab Raha $^{2}$ , Souvik Kundu $^{2}$ , and Kanad Basu $^{3}$... |
# LLaDA2.0: Scaling Up Diffusion Language Models to 100B
Abstract
This paper presents LLaDA2.0 — a tuple of discrete diffusion large language models (dLLM) scaling up to 100B total parameters through systematic conversion from auto-regressive (AR) models — establishing a new paradigm for frontier-scale deployment. In... | # LLaDA2.0: Scaling Up Diffusion Language Models to 100B
Abstract
This paper presents LLaDA2.0 — a tuple of discrete diffusion large language models (dLLM) scaling up to 100B total parameters through systematic conversion from auto-regressive (AR) models — establishing a new paradigm for frontier-scale deployment. In... | arxiv_cs | 2025-12-10T00:00:00Z | https://arxiv.org/pdf/2512.15745 | {"title": "LLaDA2.0: Scaling Up Diffusion Language Models to 100B", "raw_content": "# LLaDA2.0: Scaling Up Diffusion Language Models to 100B\n\nTiwei Bie $^{1}$ , Maosong Cao $^{1}$ , Kun Chen $^{1}$ , Lun Du $^{1}$ , Mingliang Gong $^{1}$ , Zhuochen Gong $^{1}$ , Yanmei Gu $^{1}$ , Jiaqi Hu $^{1,3}$ , Zenan Huang $^{1... |
# On Two Dimensional Flat Hessian Potentials
Abstract
A Riemannian metric is termed a Hessian metric if in some coordinate system it can be locally represented as the Hessian quadratic form of some locally defined smooth potential function. Under very mild extra technical conditions, we first theoretically describe t... | # On Two Dimensional Flat Hessian Potentials
Abstract
A Riemannian metric is termed a Hessian metric if in some coordinate system it can be locally represented as the Hessian quadratic form of some locally defined smooth potential function. Under very mild extra technical conditions, we first theoretically describe t... | arxiv_math | 2025-12-16T00:00:00Z | https://arxiv.org/pdf/2512.15079 | {"title": "On Two Dimensional Flat Hessian Potentials", "raw_content": "# On Two Dimensional Flat Hessian Potentials\n\nHanwen Liu\n\nMathematics Institute, University of Warwick, Coventry, CV4 7AL, UK.\n\nCorresponding author(s). E-mail(s): hanwen.liu@warwick.ac.uk;\n\n# Abstract\n\nA Riemannian metric is termed a Hes... |
# On $S$ - $J$ -Noetherian Rings
Abstract
Let $R$ be a commutative ring with identity, $S \subseteq R$ be a multiplicative set and $J$ be an ideal of $R$ . In this paper, we introduce the concept of $S$ - $J$ -Noetherian rings, which generalizes both $J$ -Noetherian rings and $S$ -Noetherian rings. We stud... | # On $S$ - $J$ -Noetherian Rings
Abstract
Let $R$ be a commutative ring with identity, $S \subseteq R$ be a multiplicative set and $J$ be an ideal of $R$ . In this paper, we introduce the concept of $S$ - $J$ -Noetherian rings, which generalizes both $J$ -Noetherian rings and $S$ -Noetherian rings. We stud... | arxiv_math | 2025-12-16T00:00:00Z | https://arxiv.org/pdf/2512.15078 | {"title": "On S-J-Noetherian Rings", "raw_content": "# On $S$ - $J$ -Noetherian Rings\n\nTushar Singh $^{1}$ , Ajim Uddin Ansari $^{2}$ , and Shiv Datt Kumar\n\n$^{1,3}$ Department of Mathematics, Motilal Nehru National Institute of Technology Allahabad, Prayagraj 211004, India\n\nEmails: sjstusharsingh0019@gmail.com,... |
# STAIRCASE MINIMALITY AND A PROOF OF SAXL'S CONJECTURE
ABSTRACT. Saxl's conjecture (2012) asserts that for the staircase partition $\rho_{k} = (k,k - 1,\ldots ,1)$ , the tensor square of the corresponding irreducible representation of the symmetric group $S_{T_k}$ contains every irreducible representation as a con... | # STAIRCASE MINIMALITY AND A PROOF OF SAXL'S CONJECTURE
ABSTRACT. Saxl's conjecture (2012) asserts that for the staircase partition $\rho_{k} = (k,k - 1,\ldots ,1)$ , the tensor square of the corresponding irreducible representation of the symmetric group $S_{T_k}$ contains every irreducible representation as a con... | arxiv_math | 2025-12-16T00:00:00Z | https://arxiv.org/pdf/2512.15035 | {"title": "Staircase Minimality and a Proof of Saxl's Conjecture", "raw_content": "# STAIRCASE MINIMALITY AND A PROOF OF SAXL'S CONJECTURE\n\n# SOONG KYUM LEE\n\nABSTRACT. Saxl's conjecture (2012) asserts that for the staircase partition $\\rho_{k} = (k,k - 1,\\ldots ,1)$ , the tensor square of the corresponding irred... |
# Generalized Gregorian quadrature, including end-corrected weights for the midpoint rule
Abstract
A class of numerical quadrature rules is derived, with equally-spaced nodes, and unit weights except at a few points at each end of the series, for which "corrections" (not using any further information about the integr... | # Generalized Gregorian quadrature, including end-corrected weights for the midpoint rule
Abstract
A class of numerical quadrature rules is derived, with equally-spaced nodes, and unit weights except at a few points at each end of the series, for which "corrections" (not using any further information about the integr... | arxiv_math | 2025-12-16T00:00:00Z | https://arxiv.org/pdf/2512.15806 | {"title": "Generalized Gregorian quadrature, including end-corrected weights for the midpoint rule", "raw_content": "# Generalized Gregorian quadrature, including end-corrected weights for the midpoint rule\n\nGavin R. Putland*\n\n17 December 2025\n\n# Abstract\n\nA class of numerical quadrature rules is derived, with ... |
# ON NONPROJECTEDNESS OF SUPERMODULI WITH NEVEU-SCHWARZ AND RAMOND PUNCTURES
ABSTRACT. We study the supermoduli space $\mathfrak{M}_{g,n,2r}$ of Super Riemann Surfaces (SRS) of genus $g$ , with $n$ Neveu-Schwarz punctures and $2r$ Ramond punctures. We improve the result of Donagi, Witten, and Ott by showing tha... | # ON NONPROJECTEDNESS OF SUPERMODULI WITH NEVEU-SCHWARZ AND RAMOND PUNCTURES
ABSTRACT. We study the supermoduli space $\mathfrak{M}_{g,n,2r}$ of Super Riemann Surfaces (SRS) of genus $g$ , with $n$ Neveu-Schwarz punctures and $2r$ Ramond punctures. We improve the result of Donagi, Witten, and Ott by showing tha... | arxiv_math | 2025-12-05T00:00:00Z | https://arxiv.org/pdf/2512.15727 | {"title": "On the Nonprojectedness of Supermoduli with Neveu-Schwarz and Ramond Punctures", "raw_content": "# ON NONPROJECTEDNESS OF SUPERMODULI WITH NEVEU-SCHWARZ AND RAMOND PUNCTURES\n\nTIANYIWANG\n\nABSTRACT. We study the supermoduli space $\\mathfrak{M}_{g,n,2r}$ of Super Riemann Surfaces (SRS) of genus $g$ , wi... |
# QUBO Formulations for MIP Symmetry Detection
Abstract. Formulation symmetry in mixed-integer programming (MIP) can hinder solver performance by inducing redundant search, but detecting such symmetries is also a significant computational challenge. This paper explores the potential for quantum computing to handle sym... | # QUBO Formulations for MIP Symmetry Detection
Abstract. Formulation symmetry in mixed-integer programming (MIP) can hinder solver performance by inducing redundant search, but detecting such symmetries is also a significant computational challenge. This paper explores the potential for quantum computing to handle sym... | arxiv_math | 2025-12-16T00:00:00Z | https://arxiv.org/pdf/2512.15070 | {"title": "QUBO Formulations for MIP Symmetry Detection", "raw_content": "# QUBO Formulations for MIP Symmetry Detection\n\nAlexander While and Chen Chen\n\nThe Ohio State University, Columbus OH, USA\n\n{while.1, chen.8018}@osu.edu\n\nAbstract. Formulation symmetry in mixed-integer programming (MIP) can hinder solver ... |
# A Context-Free Smart Grid Model Using Complex System Approach
Abstract—Energy and pollution are urging problems of the 21th century. By gradually changing the actual power grid system, smart grid may evolve into different systems by means of size, elements and strategies, but its fundamental requirements and objecti... | # A Context-Free Smart Grid Model Using Complex System Approach
Abstract—Energy and pollution are urging problems of the 21th century. By gradually changing the actual power grid system, smart grid may evolve into different systems by means of size, elements and strategies, but its fundamental requirements and objecti... | arxiv_math | 2025-12-05T00:00:00Z | https://arxiv.org/pdf/2512.15733 | {"title": "A Context-Free Smart Grid Model Using Complex System Approach", "raw_content": "# A Context-Free Smart Grid Model Using Complex System Approach\n\nSoufian Ben Amor\n\nUniversity of Versailles SQY\n\nVersailles, France\n\nEmail: soufian.benamor@uvsq.fr\n\nAlain Bui\n\nUniversity of Versailles SQY\n\nVersaille... |
# Deep Reinforcement Learning Optimization for Uncertain Nonlinear Systems via Event-Triggered Robust Adaptive Dynamic Programming
Abstract: This work proposes a unified control architecture that couples a Reinforcement Learning (RL)-driven controller with a disturbance-rejection Extended State Observer (ESO), complem... | # Deep Reinforcement Learning Optimization for Uncertain Nonlinear Systems via Event-Triggered Robust Adaptive Dynamic Programming
Abstract: This work proposes a unified control architecture that couples a Reinforcement Learning (RL)-driven controller with a disturbance-rejection Extended State Observer (ESO), complem... | arxiv_math | 2025-12-05T00:00:00Z | https://arxiv.org/pdf/2512.15735 | {"title": "Deep Reinforcement Learning Optimization for Uncertain Nonlinear Systems via Event-Triggered Robust Adaptive Dynamic Programming", "raw_content": "# Deep Reinforcement Learning Optimization for Uncertain Nonlinear Systems via Event-Triggered Robust Adaptive Dynamic Programming\n\nNingwei Bai* Chi Pui Chan* Q... |
# Probabilistic combinatorics at exponentially small scales
Abstract. In many applications of the probabilistic method, one looks to study phenomena that occur "with high probability". More recently however, in an attempt to understand some of the most fundamental problems in combinatorics, researchers have been divin... | # Probabilistic combinatorics at exponentially small scales
Abstract. In many applications of the probabilistic method, one looks to study phenomena that occur "with high probability". More recently however, in an attempt to understand some of the most fundamental problems in combinatorics, researchers have been divin... | arxiv_math | 2025-12-16T00:00:00Z | https://arxiv.org/pdf/2512.15077 | {"title": "Probabilistic combinatorics at exponentially small scales", "raw_content": "# Probabilistic combinatorics at exponentially small scales\n\nJulian Sahasrabudhe*\n\nAbstract. In many applications of the probabilistic method, one looks to study phenomena that occur \"with high probability\". More recently howev... |
# The Diffusive Behavior of Solutions to the Linear Damped Wave Equation: an Undergraduate D.I.Y. Classnote
Abstract
Despite of the fact that the Damped Wave and the Heat equations describe phenomena of distinct nature, it is amazing that their solutions are related in the limit as $t \to \infty$ . The aim of this n... | # The Diffusive Behavior of Solutions to the Linear Damped Wave Equation: an Undergraduate D.I.Y. Classnote
Abstract
Despite of the fact that the Damped Wave and the Heat equations describe phenomena of distinct nature, it is amazing that their solutions are related in the limit as $t \to \infty$ . The aim of this n... | arxiv_math | 2025-12-12T00:00:00Z | https://arxiv.org/pdf/2512.15770 | {"title": "The Diffusive Behavior of Solutions to the Linear Damped Wave Equation: an Undergraduate D.I.Y. Classnote", "raw_content": "# The Diffusive Behavior of Solutions to the Linear Damped Wave Equation: an Undergraduate D.I.Y. Classnote\n\nGASTAO A. BRAGA\n\nDepartamento de Matematica\n\nUniversidade Federal de M... |
# LANGUAGE, PARTICIPATION AND INCLUSIVITY IN URBAN PLANNING PROCESSES IN MZUZU CITY, MALAWI
ABSTRACT
Participation in urban planning is championed for entrenching democracy and development. Malawi passed the Local Government Act (1998) and Decentralization Policy (1998) to facilitate community participation in decisi... | # LANGUAGE, PARTICIPATION AND INCLUSIVITY IN URBAN PLANNING PROCESSES IN MZUZU CITY, MALAWI
ABSTRACT
Participation in urban planning is championed for entrenching democracy and development. Malawi passed the Local Government Act (1998) and Decentralization Policy (1998) to facilitate community participation in decisi... | arxiv_physics | 2025-12-10T00:00:00Z | https://arxiv.org/pdf/2512.14730 | {"title": "Language, participation and inclusivity in the urban planning process in Mzuzu City", "raw_content": "# LANGUAGE, PARTICIPATION AND INCLUSIVITY IN URBAN PLANNING PROCESSES IN MZUZU CITY, MALAWI\n\nFrancis Engwayo Mgawadere<sup>1</sup> and Mtafu Manda<sup>2</sup>\n\n$^{1}$ Dept of Humanities, University of Li... |
# Evolving the Loeb Scale
Abstract
We develop a differential formulation of the Loeb Scale that extends the original static framework into a radially evolving, real-time classification scheme for interstellar objects. By promoting each anomaly metric to a function of heliocentric distance and introducing a relaxation... | # Evolving the Loeb Scale
Abstract
We develop a differential formulation of the Loeb Scale that extends the original static framework into a radially evolving, real-time classification scheme for interstellar objects. By promoting each anomaly metric to a function of heliocentric distance and introducing a relaxation... | arxiv_physics | 2025-12-14T00:00:00Z | https://arxiv.org/pdf/2512.13743 | {"title": "Evolving the Loeb Scale", "raw_content": "# Evolving the Loeb Scale\n\nOem Trivedi\\*1 and Abraham Loeb\n\n$^{1}$ Department of Physics and Astronomy, Vanderbilt University, Nashville, TN 37235, USA \n$^{2}$ Astronomy Department, Harvard University, 60 Garden St., Cambridge, MA 02138, USA\n\nDecember 17, 20... |
# Analysis of airport runway pavement reliability considering temperature variation: The case of São Paulo-Congonhas international airport
ABSTRACT:
Airport pavement design methods typically rely on standard documents, such as those provided by the FAA, which assume general climatic conditions. Nonetheless, the tempe... | # Analysis of airport runway pavement reliability considering temperature variation: The case of São Paulo-Congonhas international airport
ABSTRACT:
Airport pavement design methods typically rely on standard documents, such as those provided by the FAA, which assume general climatic conditions. Nonetheless, the tempe... | arxiv_physics | 2025-12-11T00:00:00Z | https://arxiv.org/pdf/2512.14736 | {"title": "Analysis of airport runway pavement reliability considering temperature variation: The case of Sao Paulo-Congonhas international airport", "raw_content": "# Analysis of airport runway pavement reliability considering temperature variation: The case of São Paulo-Congonhas international airport\n\nFelipe H. Ca... |
# Information-Theoretic Constraints on Variational Quantum Optimization: Efficiency Transitions and the Dynamical Lie Algebra
Tan Jun Liang $^{1}$ , *
$^{1}$ School of Information Technology and Electrical Engineering,
University of Queensland, St Lucia, QLD 4072, Australia
(Dated: December 18, 2025)
Variational q... | # Information-Theoretic Constraints on Variational Quantum Optimization: Efficiency Transitions and the Dynamical Lie Algebra
Tan Jun Liang $^{1}$ , *
$^{1}$ School of Information Technology and Electrical Engineering,
University of Queensland, St Lucia, QLD 4072, Australia
(Dated: December 18, 2025)
Variational q... | arxiv_physics | 2025-12-02T00:00:00Z | https://arxiv.org/pdf/2512.14701 | {"title": "Information-Theoretic Constraints on Variational Quantum Optimization: Efficiency Transitions and the Dynamical Lie Algebra", "raw_content": "# Information-Theoretic Constraints on Variational Quantum Optimization: Efficiency Transitions and the Dynamical Lie Algebra\n\nTan Jun Liang $^{1}$ , *\n\n$^{1}$ Sch... |
How you feel about a mechanism doesn't change whether it governs you.
Abstract
Why do organizations comprised of intelligent individuals converge on collective delusion? This paper introduces dysmemic pressure as a formal mechanism explaining organizational epistemic failure. Synthesizing strategic communication theo... | How you feel about a mechanism doesn't change whether it governs you.
Abstract
Why do organizations comprised of intelligent individuals converge on collective delusion? This paper introduces dysmemic pressure as a formal mechanism explaining organizational epistemic failure. Synthesizing strategic communication theo... | arxiv_physics | 2025-12-09T00:00:00Z | https://arxiv.org/pdf/2512.14716 | {"title": "Dysmemic Pressure: Selection Dynamics in Organizational Information Environments", "raw_content": "How you feel about a mechanism doesn't change whether it governs you.\n\n# Dysmemic Pressure\n\nSelection Dynamics in Organizational Information Environments\n\nJeremy McEntire\n\nDecember 2024\n\n# Abstract\n\... |
# Unveiling the amorphous ice layer during premelting using AFM integrating machine learning
Binze Tang, $^{1*}$ , Chon-Hei Lo $^{2*}$ , Tiancheng Liang $^{1*}$ , Jiani Hong $^{1*†}$ , Mian Qin $^{3}$ , Yizhi Song $^{1}$ , Duanyun Cao $^{4,5}$ , Ying Jiang $^{1,6,7,8‡}$ , Limei Xu $^{1,6,7§}$
$^{1}$ International Cen... | # Unveiling the amorphous ice layer during premelting using AFM integrating machine learning
Binze Tang, $^{1*}$ , Chon-Hei Lo $^{2*}$ , Tiancheng Liang $^{1*}$ , Jiani Hong $^{1*†}$ , Mian Qin $^{3}$ , Yizhi Song $^{1}$ , Duanyun Cao $^{4,5}$ , Ying Jiang $^{1,6,7,8‡}$ , Limei Xu $^{1,6,7§}$
$^{1}$ International Cen... | arxiv_physics | 2025-12-13T00:00:00Z | https://arxiv.org/pdf/2512.15772 | {"title": "Unveiling the amorphous ice layer during premelting using AFM integrating machine learning", "raw_content": "# Unveiling the amorphous ice layer during premelting using AFM integrating machine learning\n\nBinze Tang, $^{1*}$ , Chon-Hei Lo $^{2*}$ , Tiancheng Liang $^{1*}$ , Jiani Hong $^{1*†}$ , Mian Qin $^{... |
# Hyperuniform patterns nucleated at low temperatures: Insight from vortex matter imaged in unprecedentedly large fields-of-view
Abstract
Hyperuniform patterns present enhanced physical properties that make them the new generation of cutting-edge technological devices. Synthesizing devices with tens of thousands of c... | # Hyperuniform patterns nucleated at low temperatures: Insight from vortex matter imaged in unprecedentedly large fields-of-view
Abstract
Hyperuniform patterns present enhanced physical properties that make them the new generation of cutting-edge technological devices. Synthesizing devices with tens of thousands of c... | arxiv_physics | 2025-12-17T00:00:00Z | https://arxiv.org/pdf/2512.12920 | {"title": "Hyperuniform patterns nucleated at low temperatures: Insight from vortex matter imaged in unprecedentedly large fields-of-view", "raw_content": "# Hyperuniform patterns nucleated at low temperatures: Insight from vortex matter imaged in unprecedentedly large fields-of-view\n\nAlexey Cruz-García<sup>1,2</sup>... |
# Absement: Quantitative Assessment of Metabolic Cost during Quasi-Isometric Muscle Loading
Abstract
Accurate quantitative assessment of metabolic cost during static posture holding is a strategically important problem in biomechanics and physiology. Traditional metrics such as "time under tension" are fundamentally ... | # Absement: Quantitative Assessment of Metabolic Cost during Quasi-Isometric Muscle Loading
Abstract
Accurate quantitative assessment of metabolic cost during static posture holding is a strategically important problem in biomechanics and physiology. Traditional metrics such as "time under tension" are fundamentally ... | arxiv_physics | 2025-12-11T00:00:00Z | https://arxiv.org/pdf/2512.13720 | {"title": "Absement: Quantitative Assessment of Metabolic Cost during Quasi-Isometric Muscle Loading", "raw_content": "# Absement: Quantitative Assessment of Metabolic Cost during Quasi-Isometric Muscle Loading\n\nSerhii V Marchenko*\n\nDepartment of Physiology, Pathophysiology, Biophysics and Informatics, Odesa Nation... |
# Electron-positron pair creation induced by multi-pulse train of electric fields: effect of randomness in time-delay
Abstract
We investigate the creation of electron-positron pairs (EPPs) in a sequence of alternating-sign, time-dependent electric field pulse trains by solving the quantum Vlasov equations. Specifical... | # Electron-positron pair creation induced by multi-pulse train of electric fields: effect of randomness in time-delay
Abstract
We investigate the creation of electron-positron pairs (EPPs) in a sequence of alternating-sign, time-dependent electric field pulse trains by solving the quantum Vlasov equations. Specifical... | arxiv_physics | 2025-12-12T00:00:00Z | https://arxiv.org/pdf/2512.13722 | {"title": "Electron-positron pair creation induced by multi-pulse train of electric fields: effect of randomness in time-delay", "raw_content": "# Electron-positron pair creation induced by multi-pulse train of electric fields: effect of randomness in time-delay\n\nDeepak Sah $^{a,b}$ , Manoranjan P. Singh $^{a,b}$\n\n... |
# Layer-2 Adoption and Ethereum Mainnet Congestion: Regime-Aware Causal Evidence Across London, the Merge, and Dencun (2021–2024)
Abstract
Do Ethereum's Layer-2 (L2) rollups actually decongest the Layer-1 (L1) mainnet once protocol upgrades and demand are held constant? Using a 1,245-day daily panel from August 5, 20... | # Layer-2 Adoption and Ethereum Mainnet Congestion: Regime-Aware Causal Evidence Across London, the Merge, and Dencun (2021–2024)
Abstract
Do Ethereum's Layer-2 (L2) rollups actually decongest the Layer-1 (L1) mainnet once protocol upgrades and demand are held constant? Using a 1,245-day daily panel from August 5, 20... | arxiv_physics | 2025-12-09T00:00:00Z | https://arxiv.org/pdf/2512.14724 | {"title": "Layer-2 Adoption and Ethereum Mainnet Congestion: Regime-Aware Causal Evidence Across London, the Merge, and Dencun (2021-2024)", "raw_content": "# Layer-2 Adoption and Ethereum Mainnet Congestion: Regime-Aware Causal Evidence Across London, the Merge, and Dencun (2021–2024)\n\nAysajan Eziz*\n\nIvey Business... |
Crisis looms in Israel over ultra-Orthodox conscription bill
An impending crisis over conscripting ultra-Orthodox Jews into the Israeli army is threatening to undermine Israel's government and split the country.
Public opinion on the issue has shifted dramatically in Israel after two years of war, and this is now perha... | Crisis looms in Israel over ultra-Orthodox conscription bill
An impending crisis over conscripting ultra-Orthodox Jews into the Israeli army is threatening to undermine Israel's government and split the country.
Public opinion on the issue has shifted dramatically in Israel after two years of war, and this is now perha... | bbc_news | 2025-12-03T06:06:49Z | https://www.bbc.com/news/articles/cly580gkd9ro | {"title": "Crisis looms in Israel over ultra-Orthodox conscription bill"} |
Iranian director given jail sentence while on trip to collect US awards
Award-winning Iranian film-maker Jafar Panahi has been given a prison sentence on charges of creating propaganda against the political system, his lawyer has said, on the same day his new film won a string of awards in the US.
Panahi has been hande... | Iranian director given jail sentence while on trip to collect US awards
Award-winning Iranian film-maker Jafar Panahi has been given a prison sentence on charges of creating propaganda against the political system, his lawyer has said, on the same day his new film won a string of awards in the US.
Panahi has been hande... | bbc_news | 2025-12-02T10:40:12Z | https://www.bbc.com/news/articles/c1m8e8l1mp2o | {"title": "Iranian director given jail sentence while on trip to collect US awards"} |
Trump releases fraudster executive days into prison sentence
US President Donald Trump has commuted the sentence of former investment manager David Gentile, who was just days into a seven-year prison sentence for fraud.
Bureau of Prisons records show that Gentile was released on Wednesday, less than two weeks after h... | Trump releases fraudster executive days into prison sentence
US President Donald Trump has commuted the sentence of former investment manager David Gentile, who was just days into a seven-year prison sentence for fraud.
Bureau of Prisons records show that Gentile was released on Wednesday, less than two weeks after h... | bbc_news | 2025-12-01T22:51:58Z | https://www.bbc.com/news/articles/c7vmn61l75ro | {"title": "Trump releases fraudster executive days into prison sentence"} |
Strictly semi-finalists confirmed after musicals week elimination
Spoiler warning: This article reveals details from Sunday's elimination
Only four couples remain in BBC One's Strictly Come Dancing 2025 after another celebrity and their professional partner were eliminated from the competition.
Former Emmerdale star L... | Strictly semi-finalists confirmed after musicals week elimination
Spoiler warning: This article reveals details from Sunday's elimination
Only four couples remain in BBC One's Strictly Come Dancing 2025 after another celebrity and their professional partner were eliminated from the competition.
Former Emmerdale star L... | bbc_news | 2025-12-07T20:31:12Z | https://www.bbc.com/news/articles/cwyxex7671xo | {"title": "Strictly semi-finalists confirmed after musicals week elimination"} |
Israel's PM says second phase of Gaza peace plan is close
Israel's Prime Minister Benjamin Netanyahu has said a second phase of the US-brokered plan to end the war in Gaza is close - but that key issues still need to be resolved.
Under the second phase of President Donald Trump's plan, Israel should withdraw its troops... | Israel's PM says second phase of Gaza peace plan is close
Israel's Prime Minister Benjamin Netanyahu has said a second phase of the US-brokered plan to end the war in Gaza is close - but that key issues still need to be resolved.
Under the second phase of President Donald Trump's plan, Israel should withdraw its troops... | bbc_news | 2025-12-08T16:05:47Z | https://www.bbc.com/news/articles/c0r90gkzkezo | {"title": "Israel's PM says second phase of Gaza peace plan is close"} |
Flood alerts triggered across South East
Wet weather has prompted a warning of flooding in areas of south-east England.
Flood alerts have been put in place on the River Mole and its tributaries from Kinnersley Manor to South Hersham in Surrey.
They have also been triggered on the Western Rother, Climping Seafront, Ri... | Flood alerts triggered across South East
Wet weather has prompted a warning of flooding in areas of south-east England.
Flood alerts have been put in place on the River Mole and its tributaries from Kinnersley Manor to South Hersham in Surrey.
They have also been triggered on the Western Rother, Climping Seafront, Ri... | bbc_news | 2025-12-07T14:34:10Z | https://www.bbc.com/news/articles/cvgj3jeqln0o | {"title": "Flood alerts triggered across South East"} |
Heathrow 'pepper spray attack' and 'Harry gun cop U-turn'
The Daily Telegraph says the leader of Reform UK, Nigel Farage, has been reported to the police because of claims he broke rules on campaign spending. The paper says that Richard Everett, a former Reform councillor, who helped Farage win his seat in Clacton in E... | Heathrow 'pepper spray attack' and 'Harry gun cop U-turn'
The Daily Telegraph says the leader of Reform UK, Nigel Farage, has been reported to the police because of claims he broke rules on campaign spending. The paper says that Richard Everett, a former Reform councillor, who helped Farage win his seat in Clacton in E... | bbc_news | 2025-12-08T01:34:47Z | https://www.bbc.com/news/articles/cvgkpqk01pro | {"title": "Heathrow 'pepper spray attack' and 'Harry gun cop U-turn'"} |
Benin coup plot leader hiding in Togo, official tells BBC
A senior government official in Benin has told the BBC that the leader of Sunday's failed coup is taking refuge in neighbouring Togo.
Speaking on condition of anonymity, the official said that the government would request Lt Col Pascal Tigri's extradition. Togo'... | Benin coup plot leader hiding in Togo, official tells BBC
A senior government official in Benin has told the BBC that the leader of Sunday's failed coup is taking refuge in neighbouring Togo.
Speaking on condition of anonymity, the official said that the government would request Lt Col Pascal Tigri's extradition. Togo'... | bbc_news | 2025-12-10T17:09:21Z | https://www.bbc.com/news/articles/cwyln60219qo | {"title": "Benin coup plot leader hiding in Togo, official tells BBC"} |
Fears grow that world's rarest apes were swept away in Sumatran floods
An unusual silence in the forests of north Sumatra in Indonesia is worrying wildlife experts and conservationists.
Here, in the mountainous forests of Batang Toru, is where they had always seen and heard the world's rarest ape, the Tapanuli orangut... | Fears grow that world's rarest apes were swept away in Sumatran floods
An unusual silence in the forests of north Sumatra in Indonesia is worrying wildlife experts and conservationists.
Here, in the mountainous forests of Batang Toru, is where they had always seen and heard the world's rarest ape, the Tapanuli orangut... | bbc_news | 2025-12-12T00:08:17Z | https://www.bbc.com/news/articles/cj4q1l0ly7wo | {"title": "Fears grow that world's rarest apes were swept away in Sumatran floods"} |
Tanzania crackdown on planned protest leaves streets deserted
Security was tightened across Tanzania on Tuesday with police and military seen patrolling major cities ahead of anticipated anti-government protests called to coincide with independence day.
By sunset, however, no major demonstrations had taken place.
Resid... | Tanzania crackdown on planned protest leaves streets deserted
Security was tightened across Tanzania on Tuesday with police and military seen patrolling major cities ahead of anticipated anti-government protests called to coincide with independence day.
By sunset, however, no major demonstrations had taken place.
Resid... | bbc_news | 2025-12-09T16:19:00Z | https://www.bbc.com/news/articles/cx2e3j819eqo | {"title": "Tanzania crackdown on planned protest leaves streets deserted"} |
#include <iostream>
#include <string>
using namespace std;
int main()
{
double balance = 25000.2;
int option;
char again;
do
{
cout << "\n---Welcome to AUCT Bank---" << endl;
cout << "1. My Account" << endl;
cout << "2. Funds Transfer" << endl;
cout << "3. Load Mobil... | #include <iostream>
#include <string>
using namespace std;
int main()
{
double balance = 25000.2;
int option;
char again;
do
{
cout << "\n---Welcome to AUCT Bank---" << endl;
cout << "1. My Account" << endl;
cout << "2. Funds Transfer" << endl;
cout << "3. Load Mobil... | github_cpp | 2025-12-04T21:17:11Z | https://github.com/ayyansaqib7o5/BANKING-SYSTEM-CPP/blob/d19403526c293298bfa6d77fea729d26985dc6b0/Desktop/AUCT BANK/backend/pr.cpp | {} |
/* This source file must have a .cpp extension so that all C++ compilers
recognize the extension without flags. Borland does not know .cxx for
example. */
#ifndef __cplusplus
# error "A C compiler has been selected for C++."
#endif
#if !defined(__has_include)
/* If the compiler does not have __has_include, pre... | /* This source file must have a .cpp extension so that all C++ compilers
recognize the extension without flags. Borland does not know .cxx for
example. */
#ifndef __cplusplus
# error "A C compiler has been selected for C++."
#endif
#if !defined(__has_include)
/* If the compiler does not have __has_include, pre... | github_cpp | 2025-12-04T04:05:59Z | https://github.com/omarfaysal1111/smart_focus_image/blob/89642c3ebd3cd2aa0073e0cdd0707e63defa5a73/example/android/app/.cxx/Debug/2t525o26/armeabi-v7a/CMakeFiles/3.22.1-g37088a8/CompilerIdCXX/CMakeCXXCompilerId.cpp | {} |
/*This file is part of FFB Arcade Plugin.
FFB Arcade Plugin is free software : you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
FFB Arcade Plugin is distributed... | /*This file is part of FFB Arcade Plugin.
FFB Arcade Plugin is free software : you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
FFB Arcade Plugin is distributed... | github_cpp | 2025-12-14T18:42:17Z | https://github.com/Endprodukt/FFBPluginRacerMAME/blob/6a1921acbf2200f760cace7718e5a040eec25fe0/Game Files/LGI3D.cpp | {} |
#include <iostream>
#include <fstream>
#include <cmath>
#include<unistd.h>
#include <SFML/Graphics.hpp>
#include <SFML/Audio.hpp>
#include <SFML/Window.hpp>
#include <cstdlib>
using namespace sf;
using namespace std;
int screen_x = 1136;
int screen_y = 896;
void display_level(RenderWindow& window, cha... | #include <iostream>
#include <fstream>
#include <cmath>
#include<unistd.h>
#include <SFML/Graphics.hpp>
#include <SFML/Audio.hpp>
#include <SFML/Window.hpp>
#include <cstdlib>
using namespace sf;
using namespace std;
int screen_x = 1136;
int screen_y = 896;
void display_level(RenderWindow& window, cha... | github_cpp | 2025-12-07T15:21:21Z | https://github.com/Xakak/PF-Project/blob/daa78fb5f01e719778f9462c6561ec27d18a9595/tumblepop.cpp | {} |
/****************************************************************************
** Meta object code from reading C++ file 'loginwindow.h'
**
** Created by: The Qt Meta Object Compiler version 68 (Qt 6.7.1)
**
** WARNING! All changes made in this file will be lost!
*********************************************************... | /****************************************************************************
** Meta object code from reading C++ file 'loginwindow.h'
**
** Created by: The Qt Meta Object Compiler version 68 (Qt 6.7.1)
**
** WARNING! All changes made in this file will be lost!
*********************************************************... | github_cpp | 2025-12-13T15:51:43Z | https://github.com/wz-intel-coding/Enterprise-Project-Management-System/blob/c73913b63a8f484c77a7131aa75de7a350944baa/build_windows/PMS_autogen/include_Debug/JCP2AIONHY/moc_loginwindow.cpp | {} |
#include <esp_attr.h>
#include <esp_heap_caps.h>
#include <esp_log.h>
#include <stddef.h>
#include <string.h>
#include "esp_jpeg_common.h"
#include "esp_jpeg_enc.h"
#if CONFIG_XIAOZHI_ENABLE_HARDWARE_JPEG_ENCODER
#include "driver/jpeg_encode.h"
#endif
#include "image_to_jpeg.h"
#define TAG "image_to_jpeg"
static voi... | #include <esp_attr.h>
#include <esp_heap_caps.h>
#include <esp_log.h>
#include <stddef.h>
#include <string.h>
#include "esp_jpeg_common.h"
#include "esp_jpeg_enc.h"
#if CONFIG_XIAOZHI_ENABLE_HARDWARE_JPEG_ENCODER
#include "driver/jpeg_encode.h"
#endif
#include "image_to_jpeg.h"
#define TAG "image_to_jpeg"
static voi... | github_cpp | 2025-12-06T08:42:39Z | https://github.com/vqtuan789/Xiaozhi-NTC-SDCARD/blob/5fdf02ae2dc44154eb5d83d611b298c9541ccf5e/main/display/lvgl_display/jpg/image_to_jpeg.cpp | {} |
/*
* METRIC --- Mode expansion modeling in integrated optics / photonics
* http://metric.computational-photonics.eu/
*/
/*
* veims.cpp
* Variational Effective Index Mode Solver VEIMS
* mode analysis for waveguides with 2D rectangular cross section
* --- the simplest version, separabale mode profile approximatio... | /*
* METRIC --- Mode expansion modeling in integrated optics / photonics
* http://metric.computational-photonics.eu/
*/
/*
* veims.cpp
* Variational Effective Index Mode Solver VEIMS
* mode analysis for waveguides with 2D rectangular cross section
* --- the simplest version, separabale mode profile approximatio... | github_cpp | 2025-12-07T00:57:46Z | https://github.com/Xzhang363/BOSIM_v4.0/blob/92769e9dfd138b35614c8ceba3dcb30ac40b86c7/Metric/veims.cpp | {} |
#include <iostream>
#include <string>
#include "encrypt.h"
class TestData {
public:
int num;
std::string text;
TestData(int n, const std::string& t) : num(n), text(t) {
std::cout << "[+] Created: " << text << "\n";
}
~TestData() {
std::cout << "[-] Destroyed: " << ... |
#include <iostream>
#include <string>
#include "encrypt.h"
class TestData {
public:
int num;
std::string text;
TestData(int n, const std::string& t) : num(n), text(t) {
std::cout << "[+] Created: " << text << "\n";
}
~TestData() {
std::cout << "[-] Destroyed: " << ... | github_cpp | 2025-12-05T20:30:04Z | https://github.com/agesa1/Pointer-Encryption/blob/7935758a119510324e949546e3150861a088f2d3/main.cpp | {} |
#include<iostream>
#include<vector>
using namespace std;
void merge(vector<int>&arr, int low , int mid, int high){
vector<int> temp;
int left = low;
int right = mid+1;
while(left <= mid && right<= high){
if(arr[left] <= arr[right]){
temp.push_back(arr[left]);
left++;
... | #include<iostream>
#include<vector>
using namespace std;
void merge(vector<int>&arr, int low , int mid, int high){
vector<int> temp;
int left = low;
int right = mid+1;
while(left <= mid && right<= high){
if(arr[left] <= arr[right]){
temp.push_back(arr[left]);
left++;
... | github_cpp | 2025-12-07T14:49:57Z | https://github.com/bobbadikumar/Merge-quick-sort/blob/1a4dd7849236f59a90c280b1f43f0263ec4da53b/Merge Sorting.cpp | {} |
#include <iostream>
using namespace std;
int main() {
int factorial = 1, a;
bool User_Handle = false;
// Loop for user input validation (WHILE loop)
while (!User_Handle) {
cout << "------------------------------------------\n";
cout << "C++ program to find the factorial.\n";
co... | #include <iostream>
using namespace std;
int main() {
int factorial = 1, a;
bool User_Handle = false;
// Loop for user input validation (WHILE loop)
while (!User_Handle) {
cout << "------------------------------------------\n";
cout << "C++ program to find the factorial.\n";
co... | github_cpp | 2025-12-03T04:48:30Z | https://github.com/RomelSeguira/My-CPP-Learning/blob/f14a7b48dacacfb70b567bbe08ff7ef8dd56ffb3/Assignments/factorial_with_input_validation.cpp | {} |
import { useEffect, useRef, useState } from 'react';
/**
* Custom hook to detect when user is speaking using Web Audio API
* @param {boolean} isMuted - Whether the microphone is muted
* @param {number} threshold - Audio level threshold to detect speaking (0-255)
* @returns {boolean} isSpeaking - Whether the user i... | import { useEffect, useRef, useState } from 'react';
/**
* Custom hook to detect when user is speaking using Web Audio API
* @param {boolean} isMuted - Whether the microphone is muted
* @param {number} threshold - Audio level threshold to detect speaking (0-255)
* @returns {boolean} isSpeaking - Whether the user i... | github_javascript | 2025-12-07T07:51:52Z | https://github.com/CodinGakpo/DebateIT/blob/1e5341c922fb5b063eb5ef2f9fecbe32c58bfc09/frontend/src/hooks/useAudioDetection.js | {} |
const { getRouter } = require('stremio-addon-sdk');
const fetch = require('node-fetch');
const TMDB_API_KEY = process.env.TMDB_API_KEY || '';
const manifest = {
id: 'com.trailers.youtube.addon',
version: '1.0.1',
name: 'YouTube Trailers',
description: 'Direct links to YouTube trailers - No buffering!'... | const { getRouter } = require('stremio-addon-sdk');
const fetch = require('node-fetch');
const TMDB_API_KEY = process.env.TMDB_API_KEY || '';
const manifest = {
id: 'com.trailers.youtube.addon',
version: '1.0.1',
name: 'YouTube Trailers',
description: 'Direct links to YouTube trailers - No buffering!'... | github_javascript | 2025-12-12T00:11:17Z | https://github.com/mechanicwb2-hub/stremio-trailer-addon/blob/818d8a229bcbf5e12c899199f3464bf9e5da8093/api/index.js | {} |
const { test, describe } = require('node:test');
const assert = require('node:assert');
const UrlAnalyzer = require('../site/js/analyzer.js');
/**
* Helper: Extract just the pattern strings from results
*/
function getPatterns(results) {
return results.map(r => r.pattern).sort();
}
describe('UrlAnalyzer', () =>... | const { test, describe } = require('node:test');
const assert = require('node:assert');
const UrlAnalyzer = require('../site/js/analyzer.js');
/**
* Helper: Extract just the pattern strings from results
*/
function getPatterns(results) {
return results.map(r => r.pattern).sort();
}
describe('UrlAnalyzer', () =>... | github_javascript | 2025-12-07T09:17:59Z | https://github.com/MarekProkop/url-pattern-analyzer/blob/8789f9cb9e406c395cd489a7940f85a58371240c/tests/analyzer.test.js | {} |
export const jams = [
{
id: 1,
title: "Micro Jam 001: Sci-fi",
status: "completed", // "upcoming", "active", "completed"
itchUrl: "https://itch.io/jam/micro-jam-001",
img: "https://res.cloudinary.com/draopkta1/image/upload/v1765110397/1_rgzo3q.png"
},
{
id: 2,
title: "Micro Jam 002... |
export const jams = [
{
id: 1,
title: "Micro Jam 001: Sci-fi",
status: "completed", // "upcoming", "active", "completed"
itchUrl: "https://itch.io/jam/micro-jam-001",
img: "https://res.cloudinary.com/draopkta1/image/upload/v1765110397/1_rgzo3q.png"
},
{
id: 2,
title: "Micro Jam 00... | github_javascript | 2025-12-12T10:47:14Z | https://github.com/t33devv/microjam/blob/1dd32e971b07397dc1d57cb9b6a425671800b076/src/data/jams.js | {} |
import { useState, useCallback } from 'react';
const MAX_HISTORY = 50;
export function useHistory(initialState) {
const [history, setHistory] = useState([initialState]);
const [currentIndex, setCurrentIndex] = useState(0);
const currentState = history[currentIndex];
const pushState = useCallback((newState) ... | import { useState, useCallback } from 'react';
const MAX_HISTORY = 50;
export function useHistory(initialState) {
const [history, setHistory] = useState([initialState]);
const [currentIndex, setCurrentIndex] = useState(0);
const currentState = history[currentIndex];
const pushState = useCallback((newState) ... | github_javascript | 2025-12-03T20:46:22Z | https://github.com/24K-GA/App-Mockup-Studio/blob/c644854a68dfe844c4897f0805571947c2b553ce/src/hooks/useHistory.js | {} |
// Game State
let gameState = {
hunger: 100,
money: 1000,
happiness: 50
};
// DOM Elements
const hungerBar = document.getElementById('hungerBar');
const hungerText = document.getElementById('hungerText');
const moneyDisplay = document.getElementById('money');
const happinessDisplay = document.getElementByI... | // Game State
let gameState = {
hunger: 100,
money: 1000,
happiness: 50
};
// DOM Elements
const hungerBar = document.getElementById('hungerBar');
const hungerText = document.getElementById('hungerText');
const moneyDisplay = document.getElementById('money');
const happinessDisplay = document.getElementByI... | github_javascript | 2025-12-10T02:07:16Z | https://github.com/codetoanbug/nuoianhem/blob/51f1fbfc09a852d8b5d1e28acf28c7862a836940/script.js | {} |
// Internationalization (i18n) Module
// Manages translations for Spanish (es) and English (en)
const translations = {
es: {
// Header
"header.logo": "NmapFormatter",
"header.github": "GitHub",
"header.documentation": "Documentación",
// Mode Switcher
"mode.hosts": ... | // Internationalization (i18n) Module
// Manages translations for Spanish (es) and English (en)
const translations = {
es: {
// Header
"header.logo": "NmapFormatter",
"header.github": "GitHub",
"header.documentation": "Documentación",
// Mode Switcher
"mode.hosts": ... | github_javascript | 2025-12-13T19:37:51Z | https://github.com/nuoframework/nmapformatter/blob/f45b3b69cbd5de75935b74a3f9bba693a42c39cd/js/i18n.js | {} |
// -------------------------
// INITIAL SETUP
// -------------------------
const menu = document.getElementById('menu');
const itemList = document.getElementById('itemList');
const cartContainer = document.getElementById('container');
const cartBtn = document.getElementById('btn1'); // View cart
const orderbtn = do... |
// -------------------------
// INITIAL SETUP
// -------------------------
const menu = document.getElementById('menu');
const itemList = document.getElementById('itemList');
const cartContainer = document.getElementById('container');
const cartBtn = document.getElementById('btn1'); // View cart
const orderbtn = do... | github_javascript | 2025-12-13T06:50:42Z | https://github.com/jarviskrost2000-wq/luxeloom-boutique/blob/c3f95c16ff359602b19499e075e8b3ce4f376325/script.js | {} |
// server.js
const express = require('express');
const mongoose = require('mongoose');
const cors = require('cors');
require('dotenv').config();
const app = express();
const PORT = process.env.PORT || 3001;
// Middleware
app.use(cors());
app.use(express.json());
// MongoDB Connection
const MONGODB_URI = process.env.... | // server.js
const express = require('express');
const mongoose = require('mongoose');
const cors = require('cors');
require('dotenv').config();
const app = express();
const PORT = process.env.PORT || 3001;
// Middleware
app.use(cors());
app.use(express.json());
// MongoDB Connection
const MONGODB_URI = process.env.... | github_javascript | 2025-12-13T01:08:30Z | https://github.com/KryptykBioz/resource_board/blob/793ca7eb8aae3434c4251aa3c9d2263fe05991a6/backend/server.js | {} |
var Vue = (function (exports) {
'use strict';
/**
* Make a map and return a function for checking if a key
* is in that map.
* IMPORTANT: all calls of this function must be prefixed with
* \/\*#\_\_PURE\_\_\*\/
* So that rollup can tree-shake them if necessary.
*/
function makeMap(str... | var Vue = (function (exports) {
'use strict';
/**
* Make a map and return a function for checking if a key
* is in that map.
* IMPORTANT: all calls of this function must be prefixed with
* \/\*#\_\_PURE\_\_\*\/
* So that rollup can tree-shake them if necessary.
*/
function makeMap(str... | github_javascript | 2025-12-09T18:34:56Z | https://github.com/zishuvo1/bus-ticket-booking/blob/4ae9090b812e578be9a9bfb37541f33511e3021f/vue.global.js | {} |
# 老王订阅管理系统 (LaoWang Subscription) v1.2
> **一个用于管理续费、到期提醒的私有化部署工具**
你是否经常遇到以下问题？
- ❌ 域名悄悄到期，网站打不开才发现。
- ❌ 忘记取消试用的 Netflix/Spotify 会员，白白扣费。
- ❌ VPS 服务器太多，记不清哪台机器什么时候到期。
- ❌ 信用卡办太多，错过了免息还款日。
**LaoWang Subscription** 就是为了解决这些问题而生的。它是一个基于 Vue 3 + Express 的全栈订阅管理系统，不仅仅是一张简单的Excel表格，它拥有**真正的后端检测能力**，能通过微信、Telegram 等渠道精准地提醒... | # 老王订阅管理系统 (LaoWang Subscription) v1.2
> **一个用于管理续费、到期提醒的私有化部署工具**
你是否经常遇到以下问题？
- ❌ 域名悄悄到期，网站打不开才发现。
- ❌ 忘记取消试用的 Netflix/Spotify 会员，白白扣费。
- ❌ VPS 服务器太多，记不清哪台机器什么时候到期。
- ❌ 信用卡办太多，错过了免息还款日。
**LaoWang Subscription** 就是为了解决这些问题而生的。它是一个基于 Vue 3 + Express 的全栈订阅管理系统，不仅仅是一张简单的Excel表格，它拥有**真正的后端检测能力**，能通过微信、Telegram 等渠道精准地提醒... | github_markdown | 2025-12-13T12:06:04Z | https://github.com/tony-wang1990/laowang-subscription/blob/78f0bbca6d1b187cf4b84770454720daadca9705/README.md | {} |
# React + TypeScript + Vite
This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
Currently, two official plugins are available:
- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Babel](https://babeljs.io/) (or [o... | # React + TypeScript + Vite
This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
Currently, two official plugins are available:
- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Babel](https://babeljs.io/) (or [o... | github_markdown | 2025-12-11T09:55:24Z | https://github.com/Frazierboy81/frontend-project-manager/blob/5a51b83733c7b830e8edc9278443649d516ffc1f/README.md | {} |
<p align="center">
<h1 align="center">🧹 Windows Cleaner CLI</h1>
<p align="center">
<strong>Free & Open Source Windows cleanup tool</strong>
</p>
<p align="center">
Scan and remove junk files, caches, logs, and more — all from your terminal.
</p>
</p>
<p align="center">
<a href="https://www.npmjs.... | <p align="center">
<h1 align="center">🧹 Windows Cleaner CLI</h1>
<p align="center">
<strong>Free & Open Source Windows cleanup tool</strong>
</p>
<p align="center">
Scan and remove junk files, caches, logs, and more — all from your terminal.
</p>
</p>
<p align="center">
<a href="https://www.npmjs.... | github_markdown | 2025-12-08T19:30:21Z | https://github.com/guhcostan/windows-cleaner-cli/blob/8547b5a89f5789bb94a58cc8d30b40c2266064ac/README.md | {} |
---
description: Generate implementation report for system review
---
# Execution Report
Review and deeply analyze the implementation you just completed.
## Context
You have just finished implementing a feature. Before moving on, reflect on:
- What you implemented
- How it aligns with the plan
- What challenges yo... | ---
description: Generate implementation report for system review
---
# Execution Report
Review and deeply analyze the implementation you just completed.
## Context
You have just finished implementing a feature. Before moving on, reflect on:
- What you implemented
- How it aligns with the plan
- What challenges yo... | github_markdown | 2025-12-05T20:37:45Z | https://github.com/coleam00/MongoDB-RAG-Agent/blob/b048eeab220e43b2b8f8c97508e4d6d2c134a468/.claude/commands/validation/execution-report.md | {} |
# EVE Preview Manager
EVE Preview Manager - Yet another EVE-O-Preview clone for Linux, written in Rust. A reimplementation of my older [EVE-L_Preview](https://github.com/h0lylag/EVE-L_Preview). Inspired by [EVE-O-Preview](https://github.com/Proopai/eve-o-preview), [EVE-X-Preview](https://github.com/g0nzo83/EVE-X-Previ... | # EVE Preview Manager
EVE Preview Manager - Yet another EVE-O-Preview clone for Linux, written in Rust. A reimplementation of my older [EVE-L_Preview](https://github.com/h0lylag/EVE-L_Preview). Inspired by [EVE-O-Preview](https://github.com/Proopai/eve-o-preview), [EVE-X-Preview](https://github.com/g0nzo83/EVE-X-Previ... | github_markdown | 2025-12-15T08:43:16Z | https://github.com/h0lylag/EVE-Preview-Manager/blob/3d9767c13230277458b07709f460edc9ac1f2c27/README.md | {} |
# Protobuf VSC Extension Documentation
Welcome to the comprehensive documentation for the Protobuf VSC extension. This documentation covers all features, how to use them, and configuration options.
## 📚 Documentation Index
### Core Features
- [Diagnostics](./diagnostics.md) - Comprehensive validation and error che... | # Protobuf VSC Extension Documentation
Welcome to the comprehensive documentation for the Protobuf VSC extension. This documentation covers all features, how to use them, and configuration options.
## 📚 Documentation Index
### Core Features
- [Diagnostics](./diagnostics.md) - Comprehensive validation and error che... | github_markdown | 2025-12-15T08:28:02Z | https://github.com/DrBlury/protobuf-vsc-extension/blob/64d096249e44727369a189f59d6431cbc2b4d195/docs/README.md | {} |
# Example 05: Связь Many-to-Many
## Описание
Демонстрирует связь многие-ко-многим через ассоциативную таблицу.
## ER-диаграммы
### Вариант 1: Простая ассоциативная таблица (Post-Tag)
```mermaid
erDiagram
POST }o--o{ TAG : "tagged with"
POST {
int id PK
string title
text content
... | # Example 05: Связь Many-to-Many
## Описание
Демонстрирует связь многие-ко-многим через ассоциативную таблицу.
## ER-диаграммы
### Вариант 1: Простая ассоциативная таблица (Post-Tag)
```mermaid
erDiagram
POST }o--o{ TAG : "tagged with"
POST {
int id PK
string title
text content
... | github_markdown | 2025-12-13T18:49:05Z | https://github.com/akhtyamovpavel/SQLAlchemyTutorial/blob/89890ba6f56064290a74e0eafd00bc037650dc00/example_05/README.md | {} |
# PixelTerm-C - High Performance Terminal Image Viewer
*English | [中文](README_zh.md)*
🖼️ A high-performance terminal image browser written in C, based on the Chafa library.
## Overview
PixelTerm-C is a C implementation of the original PixelTerm application, designed to provide significantly better performance than... | # PixelTerm-C - High Performance Terminal Image Viewer
*English | [中文](README_zh.md)*
🖼️ A high-performance terminal image browser written in C, based on the Chafa library.
## Overview
PixelTerm-C is a C implementation of the original PixelTerm application, designed to provide significantly better performance than... | github_markdown | 2025-12-15T07:53:09Z | https://github.com/zouyonghe/PixelTerm-C/blob/2f6153a7caaaf9deb1a3bd66db60f2277868d3de/README.md | {} |
<!-- fallback_NymMix_20251214163734_38208 -->
# NymMix: Advanced-encryption NymMix suite empowers enterprises with scalable, secure, distributed data-anonymization through homomorphic-encryption methodologies Implementation
> Advanced rust solution leveraging modern architecture patterns and cutting-edge technology.
... | <!-- fallback_NymMix_20251214163734_38208 -->
# NymMix: Advanced-encryption NymMix suite empowers enterprises with scalable, secure, distributed data-anonymization through homomorphic-encryption methodologies Implementation
> Advanced rust solution leveraging modern architecture patterns and cutting-edge technology.
... | github_markdown | 2025-12-14T16:37:34Z | https://github.com/muskitma/NymMix/blob/d9bf12973c17922efe7b19de7e6e39b196bbbfdf/README.md | {} |
# GSQL - Generic SQL
**Parametric polymorphism for SQL schemas**
GSQL is a domain-specific language that brings the power of generics/templates to database schemas.
Define common patterns once, instantiate them freely.
> Read the background story:
> [Parametric Polymorphism for SQL](https://barish.me/blog/parametric... | # GSQL - Generic SQL
**Parametric polymorphism for SQL schemas**
GSQL is a domain-specific language that brings the power of generics/templates to database schemas.
Define common patterns once, instantiate them freely.
> Read the background story:
> [Parametric Polymorphism for SQL](https://barish.me/blog/parametric... | github_markdown | 2025-12-15T09:55:39Z | https://github.com/BarishNamazov/gsql/blob/ac3a93f2c3117cd6df0eee2548584fc85fb34b12/packages/gsql/README.md | {} |
import os
import re
import argparse
import ffmpeg
import warnings
warnings.filterwarnings('ignore')
import torch
import torch.nn as nn
from transformers import AutoProcessor, Qwen2_5_VLForConditionalGeneration
import wan
from wan.utils.utils import cache_video, cache_image
from vace.models.wan.configs import WAN_CONF... | import os
import re
import argparse
import ffmpeg
import warnings
warnings.filterwarnings('ignore')
import torch
import torch.nn as nn
from transformers import AutoProcessor, Qwen2_5_VLForConditionalGeneration
import wan
from wan.utils.utils import cache_video, cache_image
from vace.models.wan.configs import WAN_CONF... | github_python | 2025-12-11T13:37:46Z | https://github.com/ali-vilab/Unison/blob/2014063ce531f77cb0f6356c66de3f474c7b6f27/inference.py | {} |
#!/usr/bin/env python3
"""SQLite database for robust notification tracking."""
import sqlite3
import json
from pathlib import Path
from datetime import datetime, timedelta
from typing import Set, Dict, List, Optional, Tuple
import logging
logger = logging.getLogger(__name__)
class NotificationDB:
"""Database for... | #!/usr/bin/env python3
"""SQLite database for robust notification tracking."""
import sqlite3
import json
from pathlib import Path
from datetime import datetime, timedelta
from typing import Set, Dict, List, Optional, Tuple
import logging
logger = logging.getLogger(__name__)
class NotificationDB:
"""Database for... | github_python | 2025-12-06T01:34:40Z | https://github.com/letta-ai/example-social-agent/blob/e7a2a05485176719adcbf8b0426b756bbb9c3898/notification_db.py | {} |
import pandas as pd
from sklearn.model_selection import train_test_split
from .config import (
RAW_DATA_PATH,
PROCESSED_DATA_DIR,
TARGET_COL,
TIME_COL,
TEST_SIZE,
RANDOM_STATE,
)
def load_raw(path: str | None = None) -> pd.DataFrame:
csv_path = RAW_DATA_PATH if path is None else path
... | import pandas as pd
from sklearn.model_selection import train_test_split
from .config import (
RAW_DATA_PATH,
PROCESSED_DATA_DIR,
TARGET_COL,
TIME_COL,
TEST_SIZE,
RANDOM_STATE,
)
def load_raw(path: str | None = None) -> pd.DataFrame:
csv_path = RAW_DATA_PATH if path is None else path
... | github_python | 2025-12-05T16:30:45Z | https://github.com/AmirhosseinHonardoust/AI-Assistant-Satisfaction-Prediction-Engine/blob/8d20b9156cb6b40e36c98a32839069c349f9088a/src/data_prep.py | {} |
# Copyright (c) 2015 CensoredUsername
# This module provides tools for safely analyizing pickle files programmatically
import sys
PY3 = sys.version_info >= (3, 0)
PY2 = not PY3
import types
import pickle
import struct
try:
# only available (and needed) from 3.4 onwards.
from importlib.machinery import ModuleSp... | # Copyright (c) 2015 CensoredUsername
# This module provides tools for safely analyizing pickle files programmatically
import sys
PY3 = sys.version_info >= (3, 0)
PY2 = not PY3
import types
import pickle
import struct
try:
# only available (and needed) from 3.4 onwards.
from importlib.machinery import ModuleSp... | github_python | 2025-12-10T15:26:04Z | https://github.com/google/saferpickle/blob/1e10532f78f2fe4231162136b4cef5d9086be197/third_party/corrupy/picklemagic.py | {} |
"""
HRM ACT V2: Transformer Baseline for Architecture Ablation
This is an architecture ablation of the Hierarchical Reasoning Model (HRM).
Key changes from V1:
1. REMOVED hierarchical split (no separate H and L levels)
2. REMOVED inner cycles (no H_cycles/L_cycles loops within reasoning)
3. KEPT ACT outer loop structu... | """
HRM ACT V2: Transformer Baseline for Architecture Ablation
This is an architecture ablation of the Hierarchical Reasoning Model (HRM).
Key changes from V1:
1. REMOVED hierarchical split (no separate H and L levels)
2. REMOVED inner cycles (no H_cycles/L_cycles loops within reasoning)
3. KEPT ACT outer loop structu... | github_python | 2025-12-15T05:03:22Z | https://github.com/alphaXiv/paper-implementations/blob/8baa0591a41119b4d0659667147737b1d1202fb5/TinyRecursiveModels/src/trm/models/architectures/transformers_baseline.py | {} |
from langchain_community.vectorstores import FAISS
from langchain_community.embeddings import HuggingFaceEmbeddings
from langchain_core.prompts import ChatPromptTemplate
from langchain_core.runnables import RunnablePassthrough
from langchain_core.output_parsers import StrOutputParser
from langchain_community.llms impor... | from langchain_community.vectorstores import FAISS
from langchain_community.embeddings import HuggingFaceEmbeddings
from langchain_core.prompts import ChatPromptTemplate
from langchain_core.runnables import RunnablePassthrough
from langchain_core.output_parsers import StrOutputParser
from langchain_community.llms impor... | github_python | 2025-12-14T18:59:31Z | https://github.com/Dark-Vinaal/RAG/blob/75c41f6aa78588c71eacc80e1516077f0bef2f86/rag_pipeline.py | {} |
from typing import Union, List, Dict
import unicodedata
# 城市每月社保上限（养老、失业、医疗）
CITY_SOCIAL_UPPER_LIMITS = {
"北京": {"pension": 2864.88, "unemployment": 179.06, "medical": 716.22},
"杭州": {"pension": 1994.4, "unemployment": 124.65, "medical": 498.6},
"上海": {"pension": 2984.16, "unemployment": 186.51, "medical":... | from typing import Union, List, Dict
import unicodedata
# 城市每月社保上限（养老、失业、医疗）
CITY_SOCIAL_UPPER_LIMITS = {
"北京": {"pension": 2864.88, "unemployment": 179.06, "medical": 716.22},
"杭州": {"pension": 1994.4, "unemployment": 124.65, "medical": 498.6},
"上海": {"pension": 2984.16, "unemployment": 186.51, "medical":... | github_python | 2025-12-12T04:15:45Z | https://github.com/RubiaCx/CNTaxCalculator/blob/f17c505f14bf2ad85d64ee3917aa194dce01e276/tax.py | {} |
# darwiniabridge.py
"""
Main module for DarwiniaBridge application.
"""
import argparse
import logging
import sys
from typing import Optional
class DarwiniaBridge:
"""Main class for DarwiniaBridge functionality."""
def __init__(self, verbose: bool = False):
"""Initialize with verbosity setting.""... | # darwiniabridge.py
"""
Main module for DarwiniaBridge application.
"""
import argparse
import logging
import sys
from typing import Optional
class DarwiniaBridge:
"""Main class for DarwiniaBridge functionality."""
def __init__(self, verbose: bool = False):
"""Initialize with verbosity setting.""... | github_python | 2025-12-14T18:06:13Z | https://github.com/astabrutie8/DarwiniaBridge/blob/99e7ee6df8002ea280219aecdbc2ca056734d8b6/darwiniabridge.py | {} |
import json
import time
import uuid
import os
import requests
import asyncio
from typing import Optional, List, Dict, Any, Union
class FlowClient:
def __init__(self, cookies: Dict[str, str] = None):
self.base_url = "https://aisandbox-pa.googleapis.com"
self.api_key = "AIzaSyBtrm0o5ab1c-Ec8ZuLcGt3oJ... | import json
import time
import uuid
import os
import requests
import asyncio
from typing import Optional, List, Dict, Any, Union
class FlowClient:
def __init__(self, cookies: Dict[str, str] = None):
self.base_url = "https://aisandbox-pa.googleapis.com"
self.api_key = "AIzaSyBtrm0o5ab1c-Ec8ZuLcGt3oJ... | github_python | 2025-12-12T05:47:14Z | https://github.com/396001000/flow-Gemini-api/blob/9ff26bdee9fc8a35c42f5217afd9fb1abda8f19a/flow_api.py | {} |
"""Vanilla Java->Python translation using state machine."""
import asyncio
import re
from dataclasses import dataclass
from pathlib import Path
from encompass.llm.ollama import OllamaModel
llm = OllamaModel(model="llama3.1")
def extract(text):
if m := re.search(r"```python\s*(.*?)\s*```", text, re.DOTALL | re.... | """Vanilla Java->Python translation using state machine."""
import asyncio
import re
from dataclasses import dataclass
from pathlib import Path
from encompass.llm.ollama import OllamaModel
llm = OllamaModel(model="llama3.1")
def extract(text):
if m := re.search(r"```python\s*(.*?)\s*```", text, re.DOTALL | re.... | github_python | 2025-12-14T21:08:02Z | https://github.com/nitin966/encompass/blob/a14327711683594e053d05e290d2b7e1ff7ad8b1/examples/code_translation/simple_experiment/baseline_vanilla.py | {} |
Luang Phor Kring Hamso
Phra Kru Sunthon Anukit (Kring Hamso) (พระครูสุนทรานุกิจ (กริ่ง หํโส); 23 July 1898 – 26 December 1987), affectionately known as Luang Pho Kring Wat Sam Chuk or Luang Pho Kring Wat Yang, was a Thai Theravāda Buddhist monk and respected ecclesiastical administrator in Suphan Buri Province. He serv... | Luang Phor Kring Hamso
Phra Kru Sunthon Anukit (Kring Hamso) (พระครูสุนทรานุกิจ (กริ่ง หํโส); 23 July 1898 – 26 December 1987), affectionately known as Luang Pho Kring Wat Sam Chuk or Luang Pho Kring Wat Yang, was a Thai Theravāda Buddhist monk and respected ecclesiastical administrator in Suphan Buri Province. He serv... | wikipedia_english | 2025-12-01T02:18:43Z | https://en.wikipedia.org/wiki/Luang_Phor_Kring_Hamso | {"title": "Luang Phor Kring Hamso", "entry_created_at": "2025-12-01T02:18:43Z", "crawled_at": "2025-12-15T12:52:17Z"} |
Video about production of Mykhailo Dobkin's campaign ad
2007 controversy involving a Ukrainian mayoral candidate
A still from the video, featuring Dobkin
On 27 September 2007, a video was published on YouTube that contained a montage of leaked takes made in December 2005 in preparation for an electoral campaign ad of M... | Video about production of Mykhailo Dobkin's campaign ad
2007 controversy involving a Ukrainian mayoral candidate
A still from the video, featuring Dobkin
On 27 September 2007, a video was published on YouTube that contained a montage of leaked takes made in December 2005 in preparation for an electoral campaign ad of M... | wikipedia_english | 2025-12-10T01:25:05Z | https://en.wikipedia.org/wiki/Video_about_production_of_Mykhailo_Dobkin's_campaign_ad | {"title": "Video about production of Mykhailo Dobkin's campaign ad", "entry_created_at": "2025-12-10T01:25:05Z", "crawled_at": "2025-12-15T12:52:18Z"} |
Jason Eaton (footballer)
Former English footballer
Jason Eaton (born 29 January 1969) is a former English footballer who most prominently played for Cheltenham Town.
Eaton was born in Bristol, England. At age 17, he signed for local side Bristol Rovers as a central forward. After playing 1 season at Rovers, manager Ger... | Jason Eaton (footballer)
Former English footballer
Jason Eaton (born 29 January 1969) is a former English footballer who most prominently played for Cheltenham Town.
Eaton was born in Bristol, England. At age 17, he signed for local side Bristol Rovers as a central forward. After playing 1 season at Rovers, manager Ger... | wikipedia_english | 2025-12-07T02:04:45Z | https://en.wikipedia.org/wiki/Jason_Eaton_(footballer) | {"title": "Jason Eaton (footballer)", "entry_created_at": "2025-12-07T02:04:45Z", "crawled_at": "2025-12-15T12:52:18Z"} |
NGC 6209
Galaxy in the constellation Apus
NGC 6209 is a spiral galaxy in the constellation of Apus. Its velocity with respect to the cosmic microwave background is 5,916±11 km/s, which corresponds to a Hubble distance of 284.6 ± 19.9 Mly (87.26 ± 6.11 Mpc). However, 13 non-redshift measurements give a closer mean dista... | NGC 6209
Galaxy in the constellation Apus
NGC 6209 is a spiral galaxy in the constellation of Apus. Its velocity with respect to the cosmic microwave background is 5,916±11 km/s, which corresponds to a Hubble distance of 284.6 ± 19.9 Mly (87.26 ± 6.11 Mpc). However, 13 non-redshift measurements give a closer mean dista... | wikipedia_english | 2025-12-01T19:48:32Z | https://en.wikipedia.org/wiki/NGC_6209 | {"title": "NGC 6209", "entry_created_at": "2025-12-01T19:48:32Z", "crawled_at": "2025-12-15T12:52:19Z"} |
L'Adone
L'Adone (Adonis) is an epic poem in Italian by Giovan Battista Marino, first published in Paris in 1623 by Olivier de Varennes (1598-1666) and dedicated to Louis XIII. It tells the love story of Venus and the eponymous Adonis and with 5,124 ottave and 40,992 verses is one of the longest poems in Italian literat... | L'Adone
L'Adone (Adonis) is an epic poem in Italian by Giovan Battista Marino, first published in Paris in 1623 by Olivier de Varennes (1598-1666) and dedicated to Louis XIII. It tells the love story of Venus and the eponymous Adonis and with 5,124 ottave and 40,992 verses is one of the longest poems in Italian literat... | wikipedia_english | 2025-12-01T19:47:35Z | https://en.wikipedia.org/wiki/L'Adone | {"title": "L'Adone", "entry_created_at": "2025-12-01T19:47:35Z", "crawled_at": "2025-12-15T12:52:20Z"} |
Germiston South (House of Assembly of South Africa constituency)
Germiston South (Afrikaans: Germiston-Suid) was a short-lived constituency in the Transvaal Province of South Africa, which existed only for the 1938 general election. It covered a part of the East Rand centred on the southern part of Germiston. It electe... | Germiston South (House of Assembly of South Africa constituency)
Germiston South (Afrikaans: Germiston-Suid) was a short-lived constituency in the Transvaal Province of South Africa, which existed only for the 1938 general election. It covered a part of the East Rand centred on the southern part of Germiston. It electe... | wikipedia_english | 2025-12-01T19:46:51Z | https://en.wikipedia.org/wiki/Germiston_South_(House_of_Assembly_of_South_Africa_constituency) | {"title": "Germiston South (House of Assembly of South Africa constituency)", "entry_created_at": "2025-12-01T19:46:51Z", "crawled_at": "2025-12-15T12:52:20Z"} |
Alfredo Erquicia
Spanish military officer (1897–1978)
In this Spanish name, the first or paternal surname is Erquicia and the second or maternal family name is Aranda.
Alfredo Erquicia Aranda (24 October 1897 – 22 October 1978) was a Spanish military officer.
Biography
He entered the Toledo Infantry Academy in 1913, ... | Alfredo Erquicia
Spanish military officer (1897–1978)
In this Spanish name, the first or paternal surname is Erquicia and the second or maternal family name is Aranda.
Alfredo Erquicia Aranda (24 October 1897 – 22 October 1978) was a Spanish military officer.
Biography
He entered the Toledo Infantry Academy in 1913, ... | wikipedia_english | 2025-12-01T23:52:12Z | https://en.wikipedia.org/wiki/Alfredo_Erquicia | {"title": "Alfredo Erquicia", "entry_created_at": "2025-12-01T23:52:12Z", "crawled_at": "2025-12-15T12:52:23Z"} |
Halecania lobulata
Species of lichen-forming fungus
Halecania lobulata is a species of crustose lichen in the family Leprocaulaceae. The lichen forms small rosettes up to 5 mm across that grow over other crustose lichens on calcareous rocks, with a greyish to yellowish-brown surface that breaks into tiny leaf-like lobe... | Halecania lobulata
Species of lichen-forming fungus
Halecania lobulata is a species of crustose lichen in the family Leprocaulaceae. The lichen forms small rosettes up to 5 mm across that grow over other crustose lichens on calcareous rocks, with a greyish to yellowish-brown surface that breaks into tiny leaf-like lobe... | wikipedia_english | 2025-12-01T23:47:52Z | https://en.wikipedia.org/wiki/Halecania_lobulata | {"title": "Halecania lobulata", "entry_created_at": "2025-12-01T23:47:52Z", "crawled_at": "2025-12-15T12:52:24Z"} |
Nationalist Republican Left Party
Political party in Spain
The Nationalist Republican Left Party (Catalan: Partit Nacionalista Republicà d'Esquerra, PNRE) was a Catalan political party founded in October 1933 as a result of a schism from the Republican Left of Catalonia (ERC). The party quickly rebuilt bridges with the... | Nationalist Republican Left Party
Political party in Spain
The Nationalist Republican Left Party (Catalan: Partit Nacionalista Republicà d'Esquerra, PNRE) was a Catalan political party founded in October 1933 as a result of a schism from the Republican Left of Catalonia (ERC). The party quickly rebuilt bridges with the... | wikipedia_english | 2025-12-02T23:58:17Z | https://en.wikipedia.org/wiki/Nationalist_Republican_Left_Party | {"title": "Nationalist Republican Left Party", "entry_created_at": "2025-12-02T23:58:17Z", "crawled_at": "2025-12-15T12:52:25Z"} |
Evens Julmis
Bahamian football referee
Evens Julmis (born 1999 or 2000) is a Bahamian football referee who is the only FIFA-listed referee from The Bahamas as of 2025.
Career
Julmis began his refereeing career in 2017, while still attending CR Walker High School in Nassau. He played for a local school team at the compe... | Evens Julmis
Bahamian football referee
Evens Julmis (born 1999 or 2000) is a Bahamian football referee who is the only FIFA-listed referee from The Bahamas as of 2025.
Career
Julmis began his refereeing career in 2017, while still attending CR Walker High School in Nassau. He played for a local school team at the compe... | wikipedia_english | 2025-12-02T23:53:17Z | https://en.wikipedia.org/wiki/Evens_Julmis | {"title": "Evens Julmis", "entry_created_at": "2025-12-02T23:53:17Z", "crawled_at": "2025-12-15T12:52:25Z"} |
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