tmadl / sklearn-expertsysLinks
Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models
☆490Updated 8 years ago
Alternatives and similar repositories for sklearn-expertsys
Users that are interested in sklearn-expertsys are comparing it to the libraries listed below
Sorting:
- Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.☆468Updated 6 months ago
- dask-searchcv is now part of dask-ml: https://github.com/dask/dask-ml☆239Updated 6 years ago
- SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments.☆558Updated 3 months ago
- A library for defensive data analysis.☆502Updated 5 years ago
- A garden for scikit-learn compatible trees☆288Updated last year
- optimization routines for hyperparameter tuning☆423Updated last year
- A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.☆213Updated 7 years ago
- Use evolutionary algorithms instead of gridsearch in scikit-learn☆774Updated last year
- ☆759Updated 2 years ago
- scikit-learn compatible projects☆410Updated 5 months ago
- A library for factorization machines and polynomial networks for classification and regression in Python.☆246Updated 5 years ago
- Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.☆520Updated 3 months ago
- Tools for exploratory data analysis in Python☆645Updated last month
- pandas, scikit-learn, xgboost and seaborn integration☆319Updated 5 years ago
- A package for parallelizing the fit and flexibly scoring of sklearn machine learning models, with visualization routines.☆199Updated last year
- Confidence intervals for scikit-learn forest algorithms☆290Updated 4 months ago
- PCA that iteratively replaces missing data☆223Updated last year
- Bayesian Optimization using xgboost and sklearn API☆226Updated 9 years ago
- A Python implementation of Jerome Friedman's Multivariate Adaptive Regression Splines☆464Updated 2 years ago
- Compiled Decision Trees for scikit-learn☆227Updated 4 months ago
- A new version of phraug, which is a set of simple Python scripts for pre-processing large files☆207Updated 7 years ago
- ☆160Updated 8 years ago
- Python package for Bayesian Machine Learning with scikit-learn API☆521Updated 3 years ago
- Multiple correspondence analysis☆181Updated last week
- ☆190Updated 2 years ago
- A Pandas Styler class for making beautiful tables☆416Updated 2 years ago
- ☆366Updated 4 years ago
- scikit-learn-compatible estimators from Civis Analytics☆59Updated 3 years ago
- Open-source Python library for statistical analysis of randomised control trials (A/B tests)☆341Updated 2 years ago
- Observations from Ian on successfully delivering data science products☆543Updated 4 years ago