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1. conformal-prediction conformal-prediction Public

   Lightweight, useful implementation of conformal prediction on real data.

   Jupyter Notebook 862 98

2. lmarena/p2l lmarena/p2l Public

   Prompt-to-Leaderboard

   Python 197 22

3. ppi_py ppi_py Public

   A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.

   Python 224 16

4. conformal_classification conformal_classification Public

   Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

   Jupyter Notebook 236 34

5. conformal-time-series conformal-time-series Public

   Conformal prediction for time-series applications.

   Jupyter Notebook 110 5

6. conformal-risk conformal-risk Public

   Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vision and natural language processing.

   Python 62 7