team-daniel / MC-CPLinks
All the material needed to use MC-CP and the Adaptive MC Dropout method
☆25Updated 6 months ago
Alternatives and similar repositories for MC-CP
Users that are interested in MC-CP are comparing it to the libraries listed below
Sorting:
- ☆48Updated 10 months ago
- Multi-class probabilistic classification using inductive and cross Venn–Abers predictors☆50Updated 3 years ago
- Treeffuser is an easy-to-use package for probabilistic prediction and probabilistic regression on tabular data with tree-based diffusion …☆51Updated 2 months ago
- ☆22Updated last year
- Fast implementation of Venn-ABERS probabilistic predictors☆75Updated last year
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆72Updated 2 years ago
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆12Updated 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
- Repo that groups utility functions for e.g. plotting of Conformal prediction metrics☆17Updated last year
- Quantification of Uncertainty with Adversarial Models☆29Updated 2 years ago
- ☆41Updated 11 months ago
- A statistical toolkit for scientific discovery using machine learning☆79Updated last year
- "How to Trust Your Diffusion Models: A Convex Optimization Approach to Conformal Risk Control"☆18Updated 6 months ago
- Unofficial implementation of Conformal Language Modeling by Quach et al☆29Updated 2 years ago
- Contains the code to run the different models considered in the paper "Valid prediction intervals for regression problems"☆22Updated 3 years ago
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆45Updated 2 years ago
- Adaptive Conformal Prediction Intervals (ACPI) is a Python package that enhances the Predictive Intervals provided by the split conformal…☆30Updated 2 years ago
- SSCP: Improving Adaptive Conformal Prediction Using Self-supervised Learning (AISTATS 2023)☆17Updated 2 years ago
- Advanced random forest methods in Python☆58Updated 2 years ago
- ☆23Updated 3 years ago
- A package for conformal prediction with conditional guarantees.☆67Updated 2 months ago
- ☆18Updated 8 months ago
- Reconstructing shared causal drivers from noisy time series☆58Updated last year
- ☆16Updated 3 months ago
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆21Updated 8 months ago
- A Library for Conformal Hyperparameter Tuning☆104Updated 2 weeks ago
- Repository for the explanation method Calibrated Explanations (CE)☆70Updated last week
- Conformal Prediction for Time Series with Modern Hopfield Networks☆83Updated 6 months ago
- Ensemble-based, size-agnostic wrapper for the TabPFN classifier☆33Updated last year
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆174Updated last month