autogluon / tabrepoLinks
A Living Benchmark for Machine Learning on Tabular Data
☆114Updated this week
Alternatives and similar repositories for tabrepo
Users that are interested in tabrepo are comparing it to the libraries listed below
Sorting:
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆161Updated last month
- Tabular In-Context Learning☆86Updated 5 months ago
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆163Updated last year
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆167Updated last month
- ML models + benchmark for tabular data classification and regression☆251Updated last week
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆342Updated 2 months ago
- (ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles☆93Updated 2 months ago
- Python implementation of binary and multi-class Venn-ABERS calibration☆169Updated last month
- Repository for the explanation method Calibrated Explanations (CE)☆69Updated this week
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆112Updated 3 months ago
- Forecast evaluation library☆94Updated this week
- Python package for conformal prediction☆515Updated 2 months ago
- Quantile Regression Forests compatible with scikit-learn.☆238Updated last week
- Repository for CARTE: Context-Aware Representation of Table Entries☆143Updated 2 weeks ago
- WarpGBM: High-Speed Gradient Boosting☆86Updated 2 months ago
- Zero-shot Time Series Forecasting with TabPFN (work accepted at NeurIPS 2024 TRL and TSALM workshops)☆255Updated 3 weeks ago
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆254Updated 3 months ago
- Community extensions for TabPFN - the foundation model for tabular data. Built with TabPFN! 🤗☆174Updated this week
- (ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆77Updated 2 months ago
- Shapley Interactions and Shapley Values for Machine Learning☆607Updated this week
- Conformalized Quantile Regression☆284Updated 3 years ago
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆417Updated last week
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆44Updated last year
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆86Updated 2 years ago
- An extension of LightGBM to probabilistic modelling☆327Updated 2 weeks ago
- ☆22Updated last year
- Fast implementation of Venn-ABERS probabilistic predictors☆74Updated last year
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆161Updated last year
- The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"☆301Updated 9 months ago
- ☆202Updated 3 months ago