ml-stat-Sustech / TorchCPLinks
A Python toolbox for conformal prediction research on deep learning models, using PyTorch.
☆440Updated last month
Alternatives and similar repositories for TorchCP
Users that are interested in TorchCP are comparing it to the libraries listed below
Sorting:
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆365Updated 3 weeks ago
- Lightweight, useful implementation of conformal prediction on real data.☆995Updated last month
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆227Updated last year
- Python package for conformal prediction☆550Updated 2 months ago
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆175Updated last month
- Conformalized Quantile Regression☆297Updated 3 years ago
- Practical Guide to Applied Conformal Prediction, published by Packt☆194Updated last month
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆270Updated 3 months ago
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆177Updated last year
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆261Updated last month
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆176Updated last year
- Python implementation of binary and multi-class Venn-ABERS calibration☆191Updated 2 months ago
- The best repository showing why transformers might not be the answer for time series forecasting and showcasing the best SOTA non transfo…☆809Updated last month
- Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…☆130Updated 2 years ago
- Our maintained PFN repository. Come here to train SOTA PFNs.☆124Updated 3 months ago
- Tabular In-Context Learning☆101Updated 9 months ago
- Conformal prediction for time-series applications.☆130Updated 2 years ago
- Shapley Interactions and Shapley Values for Machine Learning☆659Updated last week
- A Library for Uncertainty Quantification.☆924Updated 8 months ago
- ☆50Updated 2 months ago
- Resources for education in statistics and machine learning: from advanced undergraduate to research level☆103Updated last year
- Repository for CARTE: Context-Aware Representation of Table Entries☆161Updated 4 months ago
- A package for conformal prediction with conditional guarantees.☆67Updated 2 months ago
- Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggrega…☆679Updated last year
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆115Updated 2 months ago
- Repository for the explanation method Calibrated Explanations (CE)☆70Updated this week
- ☆66Updated 3 years ago
- Official Implementation of "Transformers Can Do Bayesian Inference", the PFN paper☆244Updated last year
- A Living Benchmark for Machine Learning on Tabular Data☆166Updated this week
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆174Updated last year