rsteca / sklearn-deapView external linksLinks
Use evolutionary algorithms instead of gridsearch in scikit-learn
☆771Feb 10, 2024Updated 2 years ago
Alternatives and similar repositories for sklearn-deap
Users that are interested in sklearn-deap are comparing it to the libraries listed below
Sorting:
- Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models☆489Aug 11, 2017Updated 8 years ago
- Genetic feature selection module for scikit-learn☆325Jan 20, 2024Updated 2 years ago
- Distributed Evolutionary Algorithms in Python☆6,330Nov 16, 2025Updated 2 months ago
- A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.☆422Feb 10, 2023Updated 3 years ago
- Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.☆467Feb 27, 2025Updated 11 months ago
- Genetic Programming in Python, with a scikit-learn inspired API☆1,809Jan 10, 2026Updated last month
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,048Sep 11, 2025Updated 5 months ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,812Feb 23, 2024Updated last year
- Deep neural networks without the learning cliff! Classifiers and regressors compatible with scikit-learn.☆1,206Feb 7, 2021Updated 5 years ago
- Automated Machine Learning with scikit-learn☆8,048Jan 20, 2026Updated 3 weeks ago
- An intuitive library to add plotting functionality to scikit-learn objects.☆2,434Aug 20, 2024Updated last year
- A sklearn-compatible Python implementation of Multifactor Dimensionality Reduction (MDR) for feature construction.☆126Jun 10, 2025Updated 8 months ago
- Pandas integration with sklearn☆2,848Jun 8, 2023Updated 2 years ago
- Hyper-parameter optimization for sklearn☆1,646Apr 15, 2025Updated 9 months ago
- Metric learning algorithms in Python☆1,428Aug 3, 2024Updated last year
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,771Updated this week
- A library of extension and helper modules for Python's data analysis and machine learning libraries.☆5,110Jan 24, 2026Updated 2 weeks ago
- Open source time series library for Python☆2,138Oct 24, 2023Updated 2 years ago
- [UNMAINTAINED] Automated machine learning for analytics & production☆1,657Feb 10, 2021Updated 5 years ago
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,078Feb 2, 2026Updated last week
- Python package for Bayesian Machine Learning with scikit-learn API☆522Sep 22, 2021Updated 4 years ago
- A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.☆1,266Jun 6, 2018Updated 7 years ago
- ☆190Jul 6, 2023Updated 2 years ago
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,395Feb 19, 2025Updated 11 months ago
- Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning☆3,169Aug 30, 2021Updated 4 years ago
- A library of sklearn compatible categorical variable encoders☆2,479Jan 8, 2026Updated last month
- machine learning with logical rules in Python☆659Jan 31, 2024Updated 2 years ago
- open-source feature selection repository in python☆1,565Jul 11, 2024Updated last year
- Python implementations of the Boruta all-relevant feature selection method.☆1,618Nov 13, 2025Updated 3 months ago
- Tuning hyperparams fast with Hyperband☆597Aug 15, 2018Updated 7 years ago
- PCA that iteratively replaces missing data☆223Jan 5, 2024Updated 2 years ago
- A library for factorization machines and polynomial networks for classification and regression in Python.☆245Aug 7, 2020Updated 5 years ago
- Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization☆2,178Jan 5, 2023Updated 3 years ago
- Semi-supervised learning frameworks for python, which allow fitting scikit-learn classifiers to partially labeled data☆505Nov 8, 2021Updated 4 years ago
- ☆761Jul 18, 2023Updated 2 years ago
- Scikit-learn API toy wrapper for Regularized Greedy Forests☆44Apr 29, 2016Updated 9 years ago
- Confidence intervals for scikit-learn forest algorithms☆290Apr 20, 2025Updated 9 months ago
- Automatic extraction of relevant features from time series:☆9,109Nov 15, 2025Updated 2 months ago
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,619Updated this week