rasbt / mlxtendView external linksLinks
A library of extension and helper modules for Python's data analysis and machine learning libraries.
☆5,110Jan 24, 2026Updated 3 weeks ago
Alternatives and similar repositories for mlxtend
Users that are interested in mlxtend are comparing it to the libraries listed below
Sorting:
- Visual analysis and diagnostic tools to facilitate machine learning model selection.☆4,393Feb 19, 2025Updated 11 months ago
- A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning☆7,078Feb 2, 2026Updated last week
- A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.☆10,048Sep 11, 2025Updated 5 months ago
- A library of sklearn compatible categorical variable encoders☆2,479Jan 8, 2026Updated last month
- An open source python library for automated feature engineering☆7,610Feb 3, 2026Updated last week
- A library for debugging/inspecting machine learning classifiers and explaining their predictions☆2,771Updated this week
- Pandas integration with sklearn☆2,848Jun 8, 2023Updated 2 years ago
- Automated Machine Learning with scikit-learn☆8,048Jan 20, 2026Updated 3 weeks ago
- Sequential model-based optimization with a `scipy.optimize` interface☆2,812Feb 23, 2024Updated last year
- Automatic extraction of relevant features from time series:☆9,109Nov 15, 2025Updated 3 months ago
- A game theoretic approach to explain the output of any machine learning model.☆25,023Updated this week
- An intuitive library to add plotting functionality to scikit-learn objects.☆2,434Aug 20, 2024Updated last year
- Distributed Asynchronous Hyperparameter Optimization in Python☆7,619Feb 8, 2026Updated last week
- Lime: Explaining the predictions of any machine learning classifier☆12,098Jul 25, 2024Updated last year
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆13,372Feb 2, 2026Updated last week
- A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other ma…☆8,797Updated this week
- Machine Learning toolbox for Humans☆700Jul 31, 2024Updated last year
- A scikit-learn compatible neural network library that wraps PyTorch☆6,149Dec 22, 2025Updated last month
- Fit interpretable models. Explain blackbox machine learning.☆6,792Updated this week
- Hyper-parameter optimization for sklearn☆1,643Apr 15, 2025Updated 10 months ago
- Modin: Scale your Pandas workflows by changing a single line of code☆10,357Updated this week
- Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on sing…☆28,006Updated this week
- Python implementations of the Boruta all-relevant feature selection method.☆1,619Nov 13, 2025Updated 3 months ago
- Extra blocks for scikit-learn pipelines.☆1,377Updated this week
- ML-Ensemble – high performance ensemble learning☆863Nov 13, 2023Updated 2 years ago
- Feature engineering and selection open-source Python library compatible with sklearn.☆2,198Updated this week
- Statsmodels: statistical modeling and econometrics in Python☆11,239Jan 13, 2026Updated last month
- Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per s…☆8,468Feb 5, 2026Updated last week
- A unified framework for machine learning with time series☆9,493Updated this week
- Missing data visualization module for Python.☆4,188May 14, 2024Updated last year
- A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used …☆18,079Feb 8, 2026Updated last week
- Open source time series library for Python☆2,138Oct 24, 2023Updated 2 years ago
- Bayesian Modeling and Probabilistic Programming in Python☆9,476Updated this week
- Parallel computing with task scheduling☆13,738Feb 5, 2026Updated last week
- Declarative visualization library for Python☆10,246Feb 6, 2026Updated last week
- STUMPY is a powerful and scalable Python library for modern time series analysis☆4,066Updated this week
- Uniform Manifold Approximation and Projection☆8,093Jan 21, 2026Updated 3 weeks ago
- A hyperparameter optimization framework☆13,482Feb 4, 2026Updated last week
- An open-source, low-code machine learning library in Python☆9,698Apr 21, 2025Updated 9 months ago