basf / mamba-tabular
Mambular is a Python package that brings the power of Mamba architectures to tabular data, offering a suite of deep learning models for regression, classification, and distributional regression tasks. This includes models like Mambular, FT-Transformer, TabTransformer and tabular ResNets.
☆132Updated this week
Related projects ⓘ
Alternatives and complementary repositories for mamba-tabular
- Shapley Interactions for Machine Learning☆220Updated this week
- Python package for conformal prediction☆459Updated 2 months ago
- 👖 Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecaster☆86Updated last month
- Python implementation of binary and multi-class Venn-ABERS calibration☆133Updated 2 months ago
- A Library for Conformal Hyperparameter Tuning☆27Updated 9 months ago
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆21Updated 6 months ago
- All Relevant Feature Selection☆118Updated last month
- Fast implementation of Venn-ABERS probabilistic predictors☆71Updated 9 months ago
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆142Updated 3 months ago
- Tabular Deep Learning Library for PyTorch☆545Updated this week
- A power-full Shapley feature selection method.☆200Updated 6 months ago
- Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction…☆98Updated 11 months ago
- Repository for the explanation method Calibrated Explanations (CE)☆53Updated this week
- Quantile Regression Forests compatible with scikit-learn.☆210Updated this week
- ☆196Updated this week
- Probabilistic prediction with XGBoost.☆100Updated 4 months ago
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆160Updated 2 years ago
- Repository for CARTE: Context-Aware Representation of Table Entries☆66Updated this week
- ☆112Updated 9 months ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.☆193Updated 10 months ago
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆231Updated this week
- ☆46Updated last month
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆300Updated this week
- A build-it-yourself AutoML Framework☆68Updated 3 weeks ago
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆206Updated 2 weeks ago
- (ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles☆86Updated 2 months ago
- The best repository showing why SMOTE and resampling methods might not be the answer for imbalanced data problems☆30Updated last month
- Official implementation of the ICML 2023 work "Sequential Predictive Conformal Inference"☆24Updated 4 months ago
- tsbootstrap: generate bootstrapped time series samples in Python☆71Updated this week
- A framework for prototyping and benchmarking imputation methods☆165Updated last year