Pinned Loading

1. conformal-prediction conformal-prediction Public

   Lightweight, useful implementation of conformal prediction on real data.

   Jupyter Notebook 790 89

2. ppi_py ppi_py Public

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

   Python 207 15

3. 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 229 36

4. 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 59 6

5. rcps rcps Public

   Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"

   Python 87 9

6. conformal-time-series conformal-time-series Public

   Conformal prediction for time-series applications.

   Jupyter Notebook 102 6