dholzmueller / pytabkitLinks
ML models + benchmark for tabular data classification and regression
☆161Updated last week
Alternatives and similar repositories for pytabkit
Users that are interested in pytabkit are comparing it to the libraries listed below
Sorting:
- (ICLR 2025) TabM: Advancing Tabular Deep Learning With Parameter-Efficient Ensembling☆277Updated last month
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆72Updated last week
- Community extensions for TabPFN - the foundation model for tabular data. Built with TabPFN! 🤗☆125Updated last week
- Compare and ensemble models without retraining☆58Updated this week
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆158Updated last year
- All Relevant Feature Selection☆135Updated last month
- Tabular In-Context Learning☆67Updated 2 months ago
- Python implementation of binary and multi-class Venn-ABERS calibration☆163Updated 8 months ago
- (ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆72Updated this week
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆110Updated last month
- Quantile Regression Forests compatible with scikit-learn.☆230Updated last month
- (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data☆267Updated 6 months ago
- An extension of LightGBM to probabilistic modelling☆312Updated 11 months ago
- (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning☆361Updated last month
- ☆479Updated 9 months ago
- Multi-Agent System for End-to-end Multimodal ML Automation☆128Updated this week
- Repository for CARTE: Context-Aware Representation of Table Entries☆126Updated last month
- The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"☆295Updated 6 months ago
- Mambular is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and dis…☆222Updated 2 weeks ago
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆191Updated 3 months ago
- Repository for the explanation method Calibrated Explanations (CE)☆65Updated last week
- Zero-shot Time Series Forecasting with TabPFN (work accepted at NeurIPS 2024 TRL and TSALM workshops)☆202Updated this week
- Code for finetuning TabPFN on one downstream tabular dataset.☆57Updated last week
- A framework for prototyping and benchmarking imputation methods☆183Updated 2 years ago
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆330Updated this week
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆386Updated last week
- A power-full Shapley feature selection method.☆208Updated last year
- Experiments on Tabular Data Models☆277Updated 2 years ago
- (ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles☆91Updated 2 months ago
- A lightweight and fast auto-ml library☆78Updated last month