jjcherian / conditional-conformalLinks
A package for conformal prediction with conditional guarantees.
☆67Updated 3 months ago
Alternatives and similar repositories for conditional-conformal
Users that are interested in conditional-conformal are comparing it to the libraries listed below
Sorting:
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆75Updated 2 years ago
- Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control☆73Updated last year
- Materials for STAT 991: Topics In Modern Statistical Learning (UPenn, 2022 Spring) - uncertainty quantification, conformal prediction, ca…☆178Updated last year
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆130Updated 3 years ago
- Conditional calibration of conformal p-values for outlier detection.☆38Updated 3 years ago
- Inference code for "TabDPT: Scaling Tabular Foundation Models on Real Data"☆68Updated 3 weeks ago
- ☆18Updated 5 months ago
- Code for multistep feedback covariate shift conformal prediction experiments in "Conformal Validity Guarantees Exist for Any Data Distrib…☆27Updated last year
- Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems☆33Updated 2 years ago
- ☆22Updated last year
- ☆18Updated last year
- For calculating Shapley values via linear regression.☆72Updated 4 years ago
- Extending Conformal Prediction to LLMs☆68Updated last year
- Official Implementation of the paper: "A Rate-Distorion View of Uncertainty Quantification", ICML 2024☆28Updated last year
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆45Updated 2 years ago
- SSCP: Improving Adaptive Conformal Prediction Using Self-supervised Learning (AISTATS 2023)☆17Updated 2 years ago
- A statistical toolkit for scientific discovery using machine learning☆79Updated last year
- Adaptive Conformal Prediction Intervals (ACPI) is a Python package that enhances the Predictive Intervals provided by the split conformal…☆30Updated 2 years ago
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆174Updated last year
- Materials for the course Principles of AI: LLMs at UPenn (Stat 9911, Spring 2025). LLM architectures, training paradigms (pre- and post-t…☆43Updated 7 months ago
- Our maintained PFN repository. Come here to train SOTA PFNs.☆126Updated 3 months ago
- Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.☆77Updated last year
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆176Updated last year
- ☆14Updated 3 years ago
- ☆11Updated 3 months ago
- Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…☆129Updated 2 years ago
- Amortized Inference for Causal Structure Learning, NeurIPS 2022☆70Updated 11 months ago
- Conformalized Quantile Regression☆301Updated 3 years ago
- Unofficial implementation of Conformal Language Modeling by Quach et al☆29Updated 2 years ago
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆22Updated 9 months ago