Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models
☆491Aug 11, 2017Updated 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.☆467Feb 27, 2025Updated last year
- Semi-supervised learning frameworks for python, which allow fitting scikit-learn classifiers to partially labeled data☆505Nov 8, 2021Updated 4 years ago
- machine learning with logical rules in Python☆662Jan 31, 2024Updated 2 years ago
- Scikit-learn compatible implementations of the Random Rotation Ensemble idea of (Blaser & Fryzlewicz, 2016)☆43Mar 21, 2016Updated 10 years ago
- scikit-learn addon to operate on set/"group"-based features☆41Aug 8, 2016Updated 9 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Use evolutionary algorithms instead of gridsearch in scikit-learn☆774Feb 10, 2024Updated 2 years ago
- ☆761Jul 18, 2023Updated 2 years ago
- Simplified tree-based classifier and regressor for interpretable machine learning (scikit-learn compatible)☆46Feb 12, 2021Updated 5 years ago
- A library of sklearn compatible categorical variable encoders☆2,491Jun 30, 2026Updated last week
- Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning☆3,168Aug 30, 2021Updated 4 years ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,396Feb 19, 2025Updated last year
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,775Apr 8, 2026Updated 3 months ago
- Open source time series library for Python☆2,138Oct 24, 2023Updated 2 years ago
- PySpark + Scikit-learn = Sparkit-learn☆1,150Dec 31, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Deep neural networks without the learning cliff! Classifiers and regressors compatible with scikit-learn.☆1,204Feb 7, 2021Updated 5 years ago
- Scikit-learn API toy wrapper for Regularized Greedy Forests☆44Apr 29, 2016Updated 10 years ago
- Code for "High-Precision Model-Agnostic Explanations" paper☆813Jul 19, 2022Updated 3 years ago
- Python implementation of the rulefit algorithm☆446Oct 8, 2023Updated 2 years ago
- Lime: Explaining the predictions of any machine learning classifier☆12,148Jul 25, 2024Updated last year
- ☆190Jul 6, 2023Updated 3 years ago
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,046Sep 11, 2025Updated 9 months ago
- A library for factorization machines and polynomial networks for classification and regression in Python.☆245Aug 7, 2020Updated 5 years ago
- ☆369May 10, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆212May 13, 2016Updated 10 years ago
- dask-searchcv is now part of dask-ml: https://github.com/dask/dask-ml☆240Oct 13, 2018Updated 7 years ago
- Tools for exploratory data analysis in Python☆648Aug 5, 2025Updated 11 months ago
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,842Mar 18, 2024Updated 2 years ago
- A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.☆1,266Jun 6, 2018Updated 8 years ago
- An intuitive library to add plotting functionality to scikit-learn objects.☆2,432Aug 20, 2024Updated last year
- ☆81Feb 9, 2016Updated 10 years ago
- Confidence intervals for scikit-learn forest algorithms☆288Apr 13, 2026Updated 2 months ago
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,107Jun 29, 2026Updated last week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.☆212Oct 25, 2017Updated 8 years ago
- Observations from Ian on successfully delivering data science products☆545Jun 2, 2021Updated 5 years ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,828Feb 23, 2024Updated 2 years ago
- Automated Machine Learning with scikit-learn☆8,120Jun 29, 2026Updated last week
- Estimating and plotting the decision boundary (decision surface) of machine learning classifiers in higher dimensions (scikit-learn compa…☆235Jul 6, 2023Updated 3 years ago
- Fast, flexible and easy to use probabilistic modelling in Python.☆3,538Mar 6, 2025Updated last year
- Python Interface of the Scalable Bayesian Rule Lists☆20Feb 2, 2020Updated 6 years ago