csinva / imodelsXLinks
Interpret text data using LLMs (scikit-learn compatible).
☆170Updated this week
Alternatives and similar repositories for imodelsX
Users that are interested in imodelsX are comparing it to the libraries listed below
Sorting:
- Extending Conformal Prediction to LLMs☆67Updated last year
- Experimental library integrating LLM capabilities to support causal analyses☆239Updated 2 weeks ago
- A Natural Language Interface to Explainable Boosting Machines☆68Updated last year
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆160Updated 2 years ago
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆254Updated 3 months ago
- Library for creating causal chains using language models.☆79Updated 2 years ago
- Code for the AISTATS 2024 Paper "From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictiv…☆23Updated last year
- A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.☆234Updated last month
- A novel approach for synthesizing tabular data using pretrained large language models☆321Updated 2 months ago
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆167Updated last month
- Semi-automatic feature engineering process using Language Models and your dataset descriptions. Based on the paper "LLMs for Semi-Automat…☆168Updated 8 months ago
- ☆228Updated 2 weeks ago
- A python package for benchmarking interpretability techniques on Transformers.☆214Updated 11 months ago
- Repository for the explanation method Calibrated Explanations (CE)☆70Updated last week
- ☆202Updated 3 months ago
- This is the repository for the CONFLARE (CONformal LArge language model REtrieval) Python package.☆20Updated last year
- Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.☆43Updated 5 months ago
- TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!☆121Updated 2 years ago
- A python library for hierarchical classification compatible with scikit-learn☆134Updated 5 months ago
- Gzip and nearest neighbors for text classification☆57Updated 2 years ago
- A Living Benchmark for Machine Learning on Tabular Data☆114Updated last week
- Examining how large language models (LLMs) perform across various synthetic regression tasks when given (input, output) examples in their…☆153Updated 11 months ago
- Tabular In-Context Learning☆87Updated 5 months ago
- ⚡ Easy API access to the tabular foundation model TabPFN ⚡☆190Updated this week
- [Experimental] Causal graphs that are networkx-compliant for the py-why ecosystem.☆56Updated 3 weeks ago
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆163Updated this week
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆221Updated last year
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆343Updated 2 months ago
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆44Updated last year
- Multi-class probabilistic classification using inductive and cross Venn–Abers predictors☆48Updated 3 years ago