bhaweshiitk / ConformalLLM
Extending Conformal Prediction to LLMs
☆65Updated 9 months ago
Alternatives and similar repositories for ConformalLLM:
Users that are interested in ConformalLLM are comparing it to the libraries listed below
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆66Updated 2 years ago
- Unofficial implementation of Conformal Language Modeling by Quach et al☆28Updated last year
- A package for conformal prediction with conditional guarantees.☆53Updated last month
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆129Updated 2 years ago
- Testing Language Models for Memorization of Tabular Datasets.☆33Updated 2 months ago
- ☆23Updated 4 months ago
- Code for Language-Interfaced FineTuning for Non-Language Machine Learning Tasks.☆125Updated 5 months ago
- Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.☆42Updated last month
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆40Updated 2 years ago
- This is the repository for the CONFLARE (CONformal LArge language model REtrieval) Python package.☆17Updated 11 months ago
- ☆24Updated last year
- Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control☆66Updated 4 months ago
- Training and evaluating NBM and SPAM for interpretable machine learning.☆77Updated 2 years ago
- Conformal Language Modeling☆28Updated last year
- SSCP: Improving Adaptive Conformal Prediction Using Self-supervised Learning (AISTATS 2023)☆17Updated 2 years ago
- A statistical toolkit for scientific discovery using machine learning☆73Updated 9 months ago
- ☆17Updated this week
- Code for multistep feedback covariate shift conformal prediction experiments in "Conformal Validity Guarantees Exist for Any Data Distrib…☆26Updated 9 months ago
- Evaluation of neuro-symbolic engines☆35Updated 8 months ago
- Solving the causality pairs challenge (does A cause B) with ChatGPT☆76Updated 10 months ago
- ☆17Updated 2 months ago
- A Natural Language Interface to Explainable Boosting Machines☆65Updated 9 months ago
- ☆67Updated 7 months ago
- Data and code for the Corr2Cause paper (ICLR 2024)☆96Updated 11 months ago
- Neural Additive Models (Google Research)☆69Updated 3 years ago
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆44Updated last year
- Code for "Counterfactual Token Generation in Large Language Models", Arxiv 2024.☆25Updated 5 months ago
- ☆34Updated 4 months ago
- Implementations of methods proposed in the paper "Conformal Prediction Sets for Graph Neural Networks"☆13Updated last year
- ☆86Updated 9 months ago