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---
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language: en
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license: mit
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library_name: open-synth-miner
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pipeline_tag: time-series-forecasting
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#
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**
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Built with [open-synth-miner](https://github.com/tensorlink-dev/open-synth-miner) and trained/published via [synth-city](https://github.com/tensorlink-dev/synth-city).
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## Model Description
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```
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## License
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MIT
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[[---
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language: en
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license: mit
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library_name: open-synth-miner
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pipeline_tag: time-series-forecasting
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# SN50-Hybrid-Hub — Model Repository
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**SN50-Hybrid-Hub — Model Repository** is a hybrid probabilistic price forecasting model suite built for [Bittensor Subnet 50 (Synth)](https://bittensor.com/). It generates Monte Carlo price path simulations scored by **CRPS** (Continuous Ranked Probability Score) — a metric that rewards well-calibrated probability distributions, not just point accuracy.
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Built with [open-synth-miner](https://github.com/tensorlink-dev/open-synth-miner) and trained/published via [synth-city](https://github.com/tensorlink-dev/synth-city).
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## Model Description
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SN50-Hybrid-Hub — Model Repository uses a **hybrid backbone architecture** — stacking multiple neural network paradigms (e.g. attention + recurrence, convolution + frequency analysis) into a single composable pipeline. All backbone blocks share a uniform tensor interface:
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```
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## License
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MIT](https://x.com/tensorlink_dev/status/2028323835393753118)](https://x.com/tensorlink_dev/status/2028323835393753118)
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