givasile / effectorLinks
Effector - a Python package for global and regional effect methods
β117Updated last week
Alternatives and similar repositories for effector
Users that are interested in effector are comparing it to the libraries listed below
Sorting:
- Repository for the explanation method Calibrated Explanations (CE)β72Updated last week
- π Puncc is a python library for predictive uncertainty quantification using conformal prediction.β370Updated last week
- Fast implementation of Venn-ABERS probabilistic predictorsβ75Updated last year
- Competing Risks and Survival Analysisβ113Updated 4 months ago
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Dataβ305Updated 2 months ago
- π Conformal Tights adds conformal prediction of coherent quantiles and intervals to any scikit-learn regressor or Darts forecasterβ116Updated 4 months ago
- Editing machine learning models to reflect human knowledge and valuesβ128Updated 2 years ago
- Shapley Interactions and Shapley Values for Machine Learningβ681Updated 3 weeks ago
- ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for anyβ¦β102Updated 3 years ago
- Python library for confidence sequences, sequential testing, e-processes, e-values, and game-theoretic probability.β80Updated last week
- Python package for conformal predictionβ552Updated 3 months ago
- Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.β228Updated 2 years ago
- Python implementation of binary and multi-class Venn-ABERS calibrationβ191Updated last week
- Repository for CARTE: Context-Aware Representation of Table Entriesβ165Updated 5 months ago
- Interpretable ML for TabPFNβ46Updated 6 months ago
- A Living Benchmark for Machine Learning on Tabular Dataβ184Updated this week
- For calculating global feature importance using Shapley values.β284Updated last week
- A Library for Conformal Hyperparameter Tuningβ104Updated 2 months ago
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)β159Updated 3 years ago
- Quantile Regression Forests compatible with scikit-learn.β253Updated 2 weeks ago
- Frouros: an open-source Python library for drift detection in machine learning systems.β247Updated last week
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.β274Updated 5 months ago
- An open, end-to-end implementation of TabPFN-like foundation models, covering synthetic priors/data, training, and evaluation on TabArenaβ¦β26Updated last month
- Tabular In-Context Learningβ106Updated 11 months ago
- Multi-class probabilistic classification using inductive and cross VennβAbers predictorsβ50Updated 3 years ago
- Train Gradient Boosting models that are both high-performance *and* Fair!β107Updated last week
- Integrated tool for model development and validationβ33Updated 2 months ago
- This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimensβ¦β18Updated last year
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"β45Updated 2 years ago
- Exploratory repository to study predictive survival analysis modelsβ37Updated 2 years ago