penfever / TuneTablesLinks
TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.
☆22Updated 8 months ago
Alternatives and similar repositories for TuneTables
Users that are interested in TuneTables are comparing it to the libraries listed below
Sorting:
- Interpretable ML for TabPFN☆44Updated 5 months ago
- Tabular In-Context Learning☆101Updated 9 months ago
- Inference code for "TabDPT: Scaling Tabular Foundation Models on Real Data"☆66Updated this week
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆176Updated last year
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆254Updated 3 weeks ago
- (ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆84Updated 6 months ago
- Ensemble-based, size-agnostic wrapper for the TabPFN classifier☆33Updated last year
- (ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles☆98Updated this week
- ☆16Updated 3 years ago
- The pioneering neural network surpassing extremely-tuned XGboost and Catboost on varied tabular datasets.☆68Updated last year
- SSCP: Improving Adaptive Conformal Prediction Using Self-supervised Learning (AISTATS 2023)☆17Updated 2 years ago
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆173Updated last year
- A package for conformal prediction with conditional guarantees.☆67Updated 2 months ago
- Drift-Resilient TabPFN is a method using In-Context Learning via a Prior-Data Fitted Network, to address temporal distribution shifts in …☆23Updated 7 months ago
- ☆22Updated last year
- ☆50Updated last year
- Classification metrics and post-hoc calibration☆45Updated last week
- In-context Bayesian Optimization☆16Updated last month
- Our maintained PFN repository. Come here to train SOTA PFNs.☆121Updated 2 months ago
- A Living Benchmark for Machine Learning on Tabular Data☆165Updated this week
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆72Updated 2 years ago
- [AAAI 24] GradTree: Gradient-Based Axis-Aligned Decision Trees☆15Updated last year
- An extension of Py-Boost to probabilistic modelling☆24Updated 2 years ago
- This is the repository for the CONFLARE (CONformal LArge language model REtrieval) Python package.☆21Updated last year
- ☆26Updated last year
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆45Updated 2 years ago
- Treeffuser is an easy-to-use package for probabilistic prediction and probabilistic regression on tabular data with tree-based diffusion …☆51Updated 3 months ago
- Code for "Improving Expert Predictions with Conformal Prediction" , ICML 2023☆13Updated last year
- Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems☆33Updated 2 years ago
- A build-it-yourself AutoML Framework☆72Updated last year