soda-inria / tabiclLinks
Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data
☆125Updated last week
Alternatives and similar repositories for tabicl
Users that are interested in tabicl are comparing it to the libraries listed below
Sorting:
- Repository for CARTE: Context-Aware Representation of Table Entries☆134Updated 3 months ago
- Tabular In-Context Learning☆78Updated 4 months ago
- A Living Benchmark for Machine Learning on Tabular Data☆97Updated this week
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆162Updated last year
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆163Updated last week
- Community extensions for TabPFN - the foundation model for tabular data. Built with TabPFN! 🤗☆150Updated this week
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆336Updated last month
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆159Updated 11 months ago
- ML models + benchmark for tabular data classification and regression☆197Updated 2 weeks ago
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆246Updated last month
- Effector - a Python package for global and regional effect methods☆112Updated this week
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆19Updated 3 months ago
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆402Updated this week
- Python package for conformal prediction☆511Updated 2 weeks ago
- Treeffuser is an easy-to-use package for probabilistic prediction and probabilistic regression on tabular data with tree-based diffusion …☆44Updated last month
- TabDPT: Scaling Tabular Foundation Models on Real Data☆33Updated this week
- Competing Risks and Survival Analysis☆102Updated last month
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆111Updated 2 months ago
- Repository for the explanation method Calibrated Explanations (CE)☆67Updated last month
- Python implementation of binary and multi-class Venn-ABERS calibration☆165Updated 10 months ago
- Our maintained PFN repository. Come here to train SOTA PFNs.☆94Updated this week
- Mambular is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and dis…☆239Updated last week
- (ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆77Updated last month
- A framework for prototyping and benchmarking imputation methods☆186Updated 2 years ago
- Zero-shot Time Series Forecasting with TabPFN (work accepted at NeurIPS 2024 TRL and TSALM workshops)☆226Updated this week
- ☆70Updated 4 months ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆217Updated last year
- (ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles☆92Updated 2 weeks ago
- Domain adaptation toolbox compatible with scikit-learn and pytorch☆130Updated 2 weeks ago
- Code for finetuning TabPFN on one downstream tabular dataset.☆66Updated last month