ubc-systopia / gosdt-guessesLinks
Generalized Optimal Sparse Decision Trees
☆58Updated 6 months ago
Alternatives and similar repositories for gosdt-guesses
Users that are interested in gosdt-guesses are comparing it to the libraries listed below
Sorting:
- Editing machine learning models to reflect human knowledge and values☆127Updated 2 years ago
- Generalized Optimal Sparse Decision Trees☆69Updated last year
- For calculating global feature importance using Shapley values.☆280Updated last week
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆159Updated 3 years ago
- AutoML for causal inference.☆231Updated 11 months ago
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆83Updated 11 months ago
- CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms☆297Updated 2 years ago
- 💊 Comparing causality methods in a fair and just way.☆141Updated 5 years ago
- ☆500Updated last year
- Notes, exercises and other materials related to causal inference, causal discovery and causal ML.☆158Updated last month
- Model Agnostic Counterfactual Explanations☆88Updated 3 years ago
- Experiments on Tabular Data Models☆282Updated 2 years ago
- Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty i…☆267Updated 2 months ago
- Effector - a Python package for global and regional effect methods☆117Updated this week
- Repository for the explanation method Calibrated Explanations (CE)☆70Updated this week
- Conformalized Quantile Regression☆296Updated 3 years ago
- TimeSHAP explains Recurrent Neural Network predictions.☆193Updated last year
- A resource list for causality in statistics, data science and physics☆266Updated last month
- Public home of pycorels, the python binding to CORELS☆80Updated 5 years ago
- Competing Risks and Survival Analysis☆111Updated 2 months ago
- Train Gradient Boosting models that are both high-performance *and* Fair!☆106Updated 2 weeks ago
- Bayesian time series forecasting and decision analysis☆120Updated 2 years ago
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆358Updated last week
- Create sparse and accurate risk scoring systems!☆43Updated last year
- The cause2e package provides tools for performing an end-to-end causal analysis of your data. Developed by Daniel Grünbaum (@dg46).☆63Updated 7 months ago
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆268Updated 3 months ago
- Repository for CARTE: Context-Aware Representation of Table Entries☆160Updated 4 months ago
- Quantile Regression Forests compatible with scikit-learn.☆250Updated 2 weeks ago
- Python package for missing-data imputation with deep learning☆156Updated last year
- ☆203Updated last month