csinva / imodelsX
Scikit-learn friendly library to interpret, and prompt-engineer text datasets using large language models.
☆163Updated this week
Alternatives and similar repositories for imodelsX:
Users that are interested in imodelsX are comparing it to the libraries listed below
- Extending Conformal Prediction to LLMs☆63Updated 8 months ago
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆222Updated 2 months ago
- A Natural Language Interface to Explainable Boosting Machines☆65Updated 7 months ago
- Experimental library integrating LLM capabilities to support causal analyses☆110Updated 5 months ago
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆160Updated 2 years ago
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆313Updated last month
- Library for creating causal chains using language models.☆76Updated 2 years ago
- Community extensions for TabPFN - the foundation model for tabular data. Built with TabPFN! 🤗☆73Updated this week
- A python package for benchmarking interpretability techniques on Transformers.☆213Updated 5 months ago
- ☆197Updated this week
- Repository for the explanation method Calibrated Explanations (CE)☆64Updated this week
- TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!☆120Updated last year
- ML Assistant for Competitive Machine Learning☆110Updated last week
- Mixture of Decision Trees for Interpretable Machine Learning☆11Updated 3 years ago
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆138Updated 8 months ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.