soda-inria / carte
Repository for CARTE: Context-Aware Representation of Table Entries
☆103Updated 3 weeks ago
Alternatives and similar repositories for carte:
Users that are interested in carte are comparing it to the libraries listed below
- Domain adaptation toolbox compatible with scikit-learn and pytorch☆102Updated 2 months ago
- ML models + benchmark for tabular data classification and regression☆75Updated 2 weeks ago
- Competing Risks and Survival Analysis☆68Updated this week
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆138Updated 8 months ago
- ☆142Updated 10 months ago
- Code for "NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning"☆43Updated 2 years ago
- Treeffuser is an easy-to-use package for probabilistic prediction and probabilistic regression on tabular data with tree-based diffusion …☆40Updated 2 months ago
- Scikit-learn compatible decision trees beyond those offered in scikit-learn☆75Updated this week
- Tabular In-Context Learning☆42Updated last week
- A package for conformal prediction with conditional guarantees.☆50Updated 3 weeks ago
- (ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles☆88Updated last week
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆148Updated 6 months ago
- For calculating Shapley values via linear regression.☆67Updated 3 years ago
- TabDPT: Scaling Tabular Foundation Models☆25Updated 2 weeks ago
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆80Updated last year
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆129Updated 2 years ago
- TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆62Updated 3 months ago
- A repo for transfer learning with deep tabular models☆102Updated 2 years ago
- A benchmark for distribution shift in tabular data☆50Updated 8 months ago
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆62Updated 2 years ago
- Repository for the explanation method Calibrated Explanations (CE)☆61Updated this week
- Our maintained PFN repository. Come here to train SOTA PFNs.☆61Updated 2 weeks ago
- Fast and modular sklearn replacement for generalized linear models☆165Updated 3 months ago
- Shapley Interactions and Shapley Values for Machine Learning☆322Updated this week
- Training and evaluating NBM and SPAM for interpretable machine learning.☆77Updated last year
- ☆20Updated 10 months ago
- Conformal Anomaly Detection☆41Updated this week
- Fast implementation of Venn-ABERS probabilistic predictors☆72Updated last year
- Ensemble-based, size-agnostic wrapper for the TabPFN classifier☆30Updated 9 months ago
- Influence Estimation for Gradient-Boosted Decision Trees☆26Updated 8 months ago