automl / TFM-PlaygroundLinks
A Playground for Tabular Foundation Models
☆35Updated last week
Alternatives and similar repositories for TFM-Playground
Users that are interested in TFM-Playground are comparing it to the libraries listed below
Sorting:
- Our maintained PFN repository. Come here to train SOTA PFNs.☆120Updated last month
- Tabular In-Context Learning☆93Updated 8 months ago
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆35Updated last month
- Amortized Inference for Causal Structure Learning, NeurIPS 2022☆68Updated 9 months ago
- A Living Benchmark for Machine Learning on Tabular Data☆131Updated last week
- In-context Bayesian Optimization☆16Updated last week
- Treeffuser is an easy-to-use package for probabilistic prediction and probabilistic regression on tabular data with tree-based diffusion …☆50Updated 2 months ago
- ☆22Updated last year
- DiBS: Differentiable Bayesian Structure Learning, NeurIPS 2021☆51Updated last year
- Conformalized Quantile Regression☆293Updated 3 years ago
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆264Updated 2 months ago
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆219Updated 2 months ago
- A statistical toolkit for scientific discovery using machine learning☆80Updated last year
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆170Updated last year
- Official Implementation of "Transformers Can Do Bayesian Inference", the PFN paper☆239Updated last year
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆174Updated last year
- Code for multistep feedback covariate shift conformal prediction experiments in "Conformal Validity Guarantees Exist for Any Data Distrib…☆27Updated last year
- CausalPFN: Amortized Causal Effect Estimation via In-Context Learning☆61Updated last week
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆45Updated 2 years ago
- Official repository of the paper "Efficient Neural Causal Discovery without Acyclicity Constraints"☆86Updated last year
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆21Updated 7 months ago
- An interactive framework to visualize and analyze your AutoML process in real-time.☆90Updated last week
- ☆66Updated 7 months ago
- Public dataset repository for the Causal Chamber Project☆50Updated last week
- A Python 3 package for learning Bayesian Networks (DAGs) from data. Official implementation of the paper "DAGMA: Learning DAGs via M-matr…☆131Updated last year
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆433Updated 2 weeks ago
- Conformal prediction for time-series applications.☆125Updated last year
- (ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆83Updated 5 months ago
- Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…☆128Updated last year
- ☆230Updated last week