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The Top 23 Python Machine Learning Data Mining Open Source Projects

Open source projects categorized as Python Machine Learning Data Mining
Categories > Data Processing > Data Mining
Categories > Machine Learning > Machine Learning
Easyocr ⭐ 20,438
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
dependent packages 69total releases 32most recent commit 4 months agopypi easyocr} Downloads
Lightgbm ⭐ 15,999
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
dependent packages 574total releases 34most recent commit 18 days agopypi lightgbm} Downloads
Gensim ⭐ 15,180
Topic Modelling for Humans
dependent packages 766total releases 93most recent commit 16 days agopypi gensim} Downloads
Python Machine Learning Book ⭐ 11,645
The "Python Machine Learning (1st edition)" book code repository and info resource
most recent commit 2 years ago
Ai Learn ⭐ 8,256
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
most recent commit 3 months ago
Pyod ⭐ 7,751
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
dependent packages 60total releases 90most recent commit 4 months agopypi pyod} Downloads
Anomaly Detection Resources ⭐ 7,616
Anomaly detection related books, papers, videos, and toolboxes
most recent commit 5 months ago
Catboost ⭐ 7,564
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
dependent packages 12total releases 20most recent commit 3 months ago
Mlxtend ⭐ 4,669
A library of extension and helper modules for Python's data analysis and machine learning libraries.
dependent packages 94total releases 51most recent commit 4 months agopypi mlxtend} Downloads
Orange3 ⭐ 4,469
🍊 📊 💡 Orange: Interactive data analysis
dependent packages 47total releases 63most recent commit 3 months agopypi Orange3} Downloads
Datascience ⭐ 3,955
Curated list of Python resources for data science.
most recent commit 3 months ago
Machinelearning ⭐ 3,016
Machine learning resources
most recent commit 2 years ago
Awesome Ts Anomaly Detection ⭐ 2,320
List of tools & datasets for anomaly detection on time-series data.
most recent commit 2 years ago
Bolt ⭐ 2,312
10x faster matrix and vector operations
total releases 4most recent commit 2 years ago
Pycm ⭐ 1,413
Multi-class confusion matrix library in Python
dependent packages 13total releases 44most recent commit 3 months agopypi pycm} Downloads
Clevercsv ⭐ 1,168
CleverCSV is a Python package for handling messy CSV files. It provides a drop-in replacement for the builtin CSV module with improved dialect detection, and comes with a handy command line application for working with CSV files.
dependent packages 11total releases 49most recent commit 5 months agopypi clevercsv} Downloads
Awesome Fl ⭐ 1,103
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
most recent commit 3 months ago
Nfstream ⭐ 1,015
NFStream: a Flexible Network Data Analysis Framework.
dependent packages 1total releases 75most recent commit 4 months agopypi nfstream} Downloads
Pyclustering ⭐ 853
pyclustring is a Python, C++ data mining library.
dependent packages 16total releases 46most recent commit 3 years agopypi pyclustering} Downloads
Feature Engineering And Feature Selection ⭐ 798
A Guide for Feature Engineering and Feature Selection, with implementations and examples in Python.
most recent commit 2 years ago
Cookbook 2nd ⭐ 773
IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018
most recent commit 2 years ago
Aeon ⭐ 723
A toolkit for conducting machine learning tasks with time series data
dependent packages 3total releases 8most recent commit 3 months agopypi aeon} Downloads
Interpretable_machine_learning_with_python ⭐ 629
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
most recent commit a year ago
The 10 Most Depended On Python Machine Learning Data Mining Open Source Projects
Gensim ⭐ 15,180
Topic Modelling for Humans
dependent packages 766total releases 93latest release August 24, 2023most recent commit 16 days agopypi gensim} Downloads
Mlxtend ⭐ 4,669
A library of extension and helper modules for Python's data analysis and machine learning libraries.
dependent packages 94total releases 51latest release September 25, 2023most recent commit 4 months agopypi mlxtend} Downloads
Pyod ⭐ 7,751
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
dependent packages 60total releases 90latest release November 18, 2023most recent commit 4 months agopypi pyod} Downloads
Pm4py Core ⭐ 617
Public repository for the PM4Py (Process Mining for Python) project.
dependent packages 47total releases 183latest release November 15, 2023most recent commit 3 months agopypi pm4py} Downloads
Orange3 ⭐ 4,469
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
dependent packages 47total releases 63latest release October 31, 2023most recent commit 3 months agopypi Orange3} Downloads
Pyclustering ⭐ 853
pyclustring is a Python, C++ data mining library.
dependent packages 16total releases 46latest release November 25, 2020most recent commit 3 years agopypi pyclustering} Downloads
Pycm ⭐ 1,413
Multi-class confusion matrix library in Python
dependent packages 13total releases 44latest release June 07, 2023most recent commit 3 months agopypi pycm} Downloads
The 10 Latest Releases In Python Machine Learning Data Mining Open Source Projects
Classix ⭐ 85
Fast and explainable clustering in Python
total releases 112latest release November 27, 2023most recent commit 3 months ago
Sport Activities Features ⭐ 14
A minimalistic toolbox for extracting features from sports activity files written in Python
dependent packages 3total releases 39latest release November 23, 2023most recent commit 3 months agopypi sport-activities-features} Downloads
Suod ⭐ 371
(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
dependent packages 2total releases 12latest release November 19, 2023most recent commit 3 months agopypi suod} Downloads
Pyod ⭐ 7,751
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
dependent packages 60total releases 90latest release November 18, 2023most recent commit 4 months agopypi pyod} Downloads
Pm4py Core ⭐ 617
Public repository for the PM4Py (Process Mining for Python) project.
dependent packages 47total releases 183latest release November 15, 2023most recent commit 3 months agopypi pm4py} Downloads
Orange3 ⭐ 4,469
🍊 :bar_chart: :bulb: Orange: Interactive data analysis
dependent packages 47total releases 63latest release October 31, 2023most recent commit 3 months agopypi Orange3} Downloads
Toloka Kit ⭐ 195
Toloka-Kit is a Python library for working with Toloka API.
dependent packages 6total releases 39latest release October 26, 2023most recent commit 3 months agopypi toloka-kit} Downloads
Genieclust ⭐ 53
Genie: Fast and Robust Hierarchical Clustering with Noise Point Detection - in Python and R
dependent packages 2total releases 13latest release October 18, 2023most recent commit 4 months agopypi genieclust} Downloads
Aeon ⭐ 723
A toolkit for conducting machine learning tasks with time series data
dependent packages 3total releases 8latest release October 05, 2023most recent commit 3 months agopypi aeon} Downloads
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