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Title of Competition stringclasses 168 values	Title of Writeup stringlengths 9 139	User stringclasses 1 value	Writeup stringlengths 419 61.5k
LLM - Detect AI Generated Text	[21th Solution] Secret Sauce [0.986 Public - Selected Private: 0.932 Best:0.957]	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: LLM - Detect AI Generated Text <\|user\|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text	6nd place solution with code	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: LLM - Detect AI Generated Text <\|user\|>Explain and teach me concepts from Kaggle...
Child Mind Institute - Detect Sleep States	🥉 146th place – 9 models 1h inference - Segmentation through UNet	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Child Mind Institute - Detect Sleep States <\|user\|>Explain and teach me concepts...
LLM - Detect AI Generated Text	12th place solution: DeBERTa + TF-IDF	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: LLM - Detect AI Generated Text <\|user\|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text	Learning log from the competition 🥈 - draft to be updated	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: LLM - Detect AI Generated Text <\|user\|>Explain and teach me concepts from Kaggle...
NeurIPS 2023 - Machine Unlearning	2nd place solution	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: NeurIPS 2023 - Machine Unlearning <\|user\|>Explain and teach me concepts from Kag...
AI Village Capture the Flag @ DEFCON31	1188th Place Solution for the AI Village Capture the Flag @DEFCON31 Competition	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: AI Village Capture the Flag @ DEFCON31 <\|user\|>Explain and teach me concepts fro...
Child Mind Institute - Detect Sleep States	159th solution 🥉	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Child Mind Institute - Detect Sleep States <\|user\|>Explain and teach me concepts...
LLM - Detect AI Generated Text	5th place solution: 1.7 million training examples + domain adaptation	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: LLM - Detect AI Generated Text <\|user\|>Explain and teach me concepts from Kaggle...
UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN)	13th Place Solution for the UBC-OCEAN Competition	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN) <\|us...
SenNet + HOA - Hacking the Human Vasculature in 3D	9th Place Solution	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SenNet + HOA - Hacking the Human Vasculature in 3D <\|user\|>Explain and teach me ...
SenNet + HOA - Hacking the Human Vasculature in 3D	4th place solution. Boundary DoU Loss is all you need!	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SenNet + HOA - Hacking the Human Vasculature in 3D <\|user\|>Explain and teach me ...
Child Mind Institute - Detect Sleep States	34th Place solution	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Child Mind Institute - Detect Sleep States <\|user\|>Explain and teach me concepts...
SenNet + HOA - Hacking the Human Vasculature in 3D	6th place solution: Luck is All You Need	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SenNet + HOA - Hacking the Human Vasculature in 3D <\|user\|>Explain and teach me ...
UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN)	2nd Place Solution - UBC-OCEAN	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN) <\|us...
SenNet + HOA - Hacking the Human Vasculature in 3D	Rank 46 Solution - keep the CV discipline	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SenNet + HOA - Hacking the Human Vasculature in 3D <\|user\|>Explain and teach me ...
SenNet + HOA - Hacking the Human Vasculature in 3D	14th Place Solution	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SenNet + HOA - Hacking the Human Vasculature in 3D <\|user\|>Explain and teach me ...
SenNet + HOA - Hacking the Human Vasculature in 3D	🥈24th Place Solution(A potential solution for achieving private 0.70)	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SenNet + HOA - Hacking the Human Vasculature in 3D <\|user\|>Explain and teach me ...
LLM - Detect AI Generated Text	[5th Place Solution in Efficiency Prize] 327th Place in Private LB	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: LLM - Detect AI Generated Text <\|user\|>Explain and teach me concepts from Kaggle...
Child Mind Institute - Detect Sleep States	14th Place Solution	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Child Mind Institute - Detect Sleep States <\|user\|>Explain and teach me concepts...
SenNet + HOA - Hacking the Human Vasculature in 3D	132th Solution: 2D UNet with p1-p99 normalization	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SenNet + HOA - Hacking the Human Vasculature in 3D <\|user\|>Explain and teach me ...
SenNet + HOA - Hacking the Human Vasculature in 3D	7th solution	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SenNet + HOA - Hacking the Human Vasculature in 3D <\|user\|>Explain and teach me ...
LLM - Detect AI Generated Text	[3rd Place Efficiency Prize] Simple Solution	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: LLM - Detect AI Generated Text <\|user\|>Explain and teach me concepts from Kaggle...
SenNet + HOA - Hacking the Human Vasculature in 3D	2nd place solution	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SenNet + HOA - Hacking the Human Vasculature in 3D <\|user\|>Explain and teach me ...
Linking Writing Processes to Writing Quality	Bronze medal journey	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <\|user\|>Explain and teach me concep...
LLM - Detect AI Generated Text	Winning Solution 34th Solution (Possible 22nd Solution) LB Public: 0.954 LB Private: 0.92	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: LLM - Detect AI Generated Text <\|user\|>Explain and teach me concepts from Kaggle...
Linking Writing Processes to Writing Quality	[617th Solution Write-Up] Summary and Reflection.	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <\|user\|>Explain and teach me concep...
Linking Writing Processes to Writing Quality	278th place solution	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <\|user\|>Explain and teach me concep...
Linking Writing Processes to Writing Quality	[No place] Influence Graphs and GNN	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <\|user\|>Explain and teach me concep...
SenNet + HOA - Hacking the Human Vasculature in 3D	12st Place Solution for the SenNet + HOA - Hacking the Human Vasculature in 3D	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SenNet + HOA - Hacking the Human Vasculature in 3D <\|user\|>Explain and teach me ...
LLM - Detect AI Generated Text	113th solution: Reranking with Two-Stage Prediction	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: LLM - Detect AI Generated Text <\|user\|>Explain and teach me concepts from Kaggle...
SenNet + HOA - Hacking the Human Vasculature in 3D	1st Place Solution (code updated)	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SenNet + HOA - Hacking the Human Vasculature in 3D <\|user\|>Explain and teach me ...
LLM - Detect AI Generated Text	98th Place Solution for the DAIGT Competition: TF-IDF + fastText + Distilbert + pseudolabels + instance weighting	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: LLM - Detect AI Generated Text <\|user\|>Explain and teach me concepts from Kaggle...
Linking Writing Processes to Writing Quality	[66th Place Solution] LightGBM and Public Notebook	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <\|user\|>Explain and teach me concep...
LLM - Detect AI Generated Text	A kaggle newbie's 🥈23rd solution: Just follow-up excellent public works & ideas	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: LLM - Detect AI Generated Text <\|user\|>Explain and teach me concepts from Kaggle...
Stanford Ribonanza RNA Folding	419th: Tensorflow and additionally ( Vienna RNA, Scikit Learn and XG Boost)	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Stanford Ribonanza RNA Folding <\|user\|>Explain and teach me concepts from Kaggle...
LLM - Detect AI Generated Text	25th Place Solution for DAIGT (Public LB: 0.966 Private LB: 0.927)	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: LLM - Detect AI Generated Text <\|user\|>Explain and teach me concepts from Kaggle...
Linking Writing Processes to Writing Quality	5th Place Solution: Features are all you need!	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <\|user\|>Explain and teach me concep...
Linking Writing Processes to Writing Quality	[14th place solution] Keras ensemble	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <\|user\|>Explain and teach me concep...
UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN)	9th place solution	Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge	<\|system\|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: UBC Ovarian Cancer Subtype Classification and Outlier Detection (UBC-OCEAN) <\|us...