nogueirs / JMLR2018Links
The code of the experiments of the submitted paper "On the stability of Feature Selection" in Matlab, R and Python.
☆17Updated 7 years ago
Alternatives and similar repositories for JMLR2018
Users that are interested in JMLR2018 are comparing it to the libraries listed below
Sorting:
- simple customizable risk scores in python☆141Updated 2 years ago
- Surrogate Assisted Feature Extraction☆37Updated 3 years ago
- This is the implementation of Sparse Projection Oblique Randomer Forest☆99Updated last year
- Python Meta-Feature Extractor package.☆133Updated last year
- A Python package which implements several boosting algorithms with different combinations of base learners, optimization algorithms, and …☆63Updated 3 years ago
- An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model☆75Updated 5 years ago
- 💊 Comparing causality methods in a fair and just way.☆139Updated 5 years ago
- Implementation of the Rotation Forest by Rodriques et al. 2006☆28Updated last year
- An automated machine learning tool aimed to facilitate AutoML research.☆99Updated 11 months ago
- An extension of CatBoost to probabilistic modelling☆147Updated last year
- Multi-Objective Counterfactuals☆42Updated 3 years ago
- Public home of pycorels, the python binding to CORELS☆80Updated 5 years ago
- Extended Complexity Library in R☆57Updated 4 years ago
- Data and code related to the paper "Probabilistic matrix factorization for automated machine learning", NIPS, 2018.☆39Updated 3 years ago
- Feature selection package based on SHAP and target permutation, for pandas and Spark☆31Updated 3 years ago
- Tutorial on Bayesian tests for Machine Learning☆79Updated 4 years ago
- (Python, R, C/C++) Isolation Forest and variations such as SCiForest and EIF, with some additions (outlier detection + similarity + NA im…☆218Updated 2 months ago
- Python package for missing-data imputation with deep learning☆155Updated 11 months ago
- Generalized additive model with pairwise interactions☆66Updated last year
- ☆100Updated last month
- For calculating global feature importance using Shapley values.☆272Updated this week
- GAMI-Net: Generalized Additive Models with Structured Interactions☆31Updated 3 years ago
- Explaining the output of machine learning models with more accurately estimated Shapley values☆164Updated this week
- Create sparse and accurate risk scoring systems!☆40Updated last year
- A scikit-learn compatible implementation of hyperband☆77Updated 5 years ago
- WIP predicted survival functions☆38Updated 5 years ago
- ☆92Updated 8 months ago
- Code and documentation for experiments in the TreeExplainer paper☆185Updated 5 years ago
- Generalized Optimal Sparse Decision Trees☆65Updated last year
- scikit-learn compatible implementation of stability selection.☆213Updated 2 years ago