david-rundel / tabpfn_iml
Interpretable ML for TabPFN
☆24Updated 11 months ago
Alternatives and similar repositories for tabpfn_iml:
Users that are interested in tabpfn_iml are comparing it to the libraries listed below
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆17Updated 3 months ago
- Tabular In-Context Learning☆52Updated 3 weeks ago
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆31Updated 2 weeks ago
- Compare and ensemble models without retraining☆50Updated this week
- TabDPT: Scaling Tabular Foundation Models☆26Updated 3 weeks ago
- ☆14Updated 2 years ago
- Code for finetuning TabPFN on one downstream tabular dataset.☆34Updated last week
- Fast implementation of Venn-ABERS probabilistic predictors☆72Updated last year
- Ensemble-based, size-agnostic wrapper for the TabPFN classifier☆31Updated 10 months ago
- TemporAI: ML-centric Toolkit for Medical Time Series☆113Updated last year
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆44Updated last year
- Community extensions for TabPFN - the foundation model for tabular data. Built with TabPFN! 🤗☆91Updated this week
- ML models + benchmark for tabular data classification and regression☆114Updated this week
- ☆22Updated 11 months ago
- Multi-class probabilistic classification using inductive and cross Venn–Abers predictors☆44Updated 2 years ago
- ☆25Updated 7 months ago
- SSCP: Improving Adaptive Conformal Prediction Using Self-supervised Learning (AISTATS 2023)☆17Updated 2 years ago
- ☆33Updated 2 years ago
- Resources for Machine Learning Explainability☆75Updated 6 months ago
- ☆18Updated 9 months ago
- Classfication metrics and post-hoc calibration☆20Updated last month
- ☆24Updated this week
- SurvSHAP(t): Time-dependent explanations of machine learning survival models☆84Updated last year
- Beta calibration☆29Updated last year
- In-context Bayesian Optimization☆16Updated 2 months ago
- A Natural Language Interface to Explainable Boosting Machines☆65Updated 8 months ago
- This is the repository for the CONFLARE (CONformal LArge language model REtrieval) Python package.☆18Updated 11 months ago
- Adaptive Conformal Prediction Intervals (ACPI) is a Python package that enhances the Predictive Intervals provided by the split conformal…☆28Updated 2 years ago
- TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆65Updated 4 months ago
- Repository for the explanation method Calibrated Explanations (CE)☆64Updated 3 weeks ago