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The Top 23 Python Machine Learning Data Analysis Open Source Projects

Open source projects categorized as Python Machine Learning Data Analysis
Categories > Data Processing > Data Analysis
Categories > Machine Learning > Machine Learning
Scikit Learn ⭐ 57,160
scikit-learn: machine learning in Python
dependent packages 11,480total releases 73most recent commit 3 months agopypi scikit-learn} Downloads
Streamlit ⭐ 29,794
Streamlit — A faster way to build and share data apps.
dependent packages 1,228total releases 212most recent commit 3 months agopypi streamlit} Downloads
Gradio ⭐ 25,823
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
dependent packages 229total releases 534most recent commit 3 months agopypi gradio} Downloads
Best Of Ml Python ⭐ 14,990
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 3 months ago
Ydata Profiling ⭐ 11,983
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
dependent packages 116total releases 40most recent commit 18 days agopypi pandas-profiling} Downloads
Mlcourse.ai ⭐ 9,376
Open Machine Learning Course
most recent commit 4 months 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
Imbalanced Learn ⭐ 6,680
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
dependent packages 205total releases 32most recent commit 22 days agopypi imbalanced-learn} Downloads
Data Analysis And Machine Learning Projects ⭐ 5,596
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
most recent commit 10 months ago
Orange3 ⭐ 4,469
🍊 📊 💡 Orange: Interactive data analysis
dependent packages 47total releases 63most recent commit 3 months agopypi Orange3} Downloads
Machine Learning Mindmap ⭐ 4,400
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
most recent commit 4 years ago
Flyte ⭐ 4,380
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
dependent packages 35total releases 266most recent commit 3 months agopypi flyteidl} Downloads
Machine_learning_complete ⭐ 4,296
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit 7 months ago
Datascience ⭐ 3,955
Curated list of Python resources for data science.
most recent commit 3 months ago
Data Science ⭐ 3,898
Collection of useful data science topics along with articles, videos, and code
most recent commit 3 months ago
Ml Workspace ⭐ 3,197
🛠 All-in-one web-based IDE specialized for machine learning and data science.
most recent commit 5 months ago
Igel ⭐ 3,037
a delightful machine learning tool that allows you to train, test, and use models without writing code
total releases 34most recent commit a year ago
Lance ⭐ 3,003
Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..
dependent packages 11total releases 108most recent commit 3 months agopypi pylance} Downloads
Sweetviz ⭐ 2,687
Visualize and compare datasets, target values and associations, with one line of code.
dependent packages 14total releases 35most recent commit 5 months agopypi sweetviz} Downloads
Data Science Roadmap ⭐ 2,445
Data Science Roadmap from A to Z
most recent commit 4 months ago
Root ⭐ 2,329
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
dependent packages 20total releases 16most recent commit 3 months ago
Awesome Ts Anomaly Detection ⭐ 2,320
List of tools & datasets for anomaly detection on time-series data.
most recent commit 2 years ago
The 10 Most Depended On Python Machine Learning Data Analysis Open Source Projects
Scikit Learn ⭐ 57,160
scikit-learn: machine learning in Python
dependent packages 11,480total releases 73latest release October 23, 2023most recent commit 3 months agopypi scikit-learn} Downloads
Streamlit ⭐ 29,794
Streamlit — A faster way to build and share data apps.
dependent packages 1,228total releases 212latest release November 30, 2023most recent commit 3 months agopypi streamlit} Downloads
Gradio ⭐ 25,823
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
dependent packages 229total releases 534latest release December 05, 2023most recent commit 3 months agopypi gradio} Downloads
Imbalanced Learn ⭐ 6,680
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
dependent packages 205total releases 32latest release July 08, 2023most recent commit 22 days agopypi imbalanced-learn} Downloads
Ydata Profiling ⭐ 11,983
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
dependent packages 116total releases 40latest release February 03, 2023most recent commit 18 days agopypi pandas-profiling} 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
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
Flyte ⭐ 4,380
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
dependent packages 35total releases 266latest release December 06, 2023most recent commit 3 months agopypi flyteidl} Downloads
Scikit Learn Intelex ⭐ 1,116
Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application
dependent packages 24total releases 23latest release November 28, 2023most recent commit 3 months agopypi scikit-learn-intelex} Downloads
Root ⭐ 2,329
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
dependent packages 20total releases 16latest release October 24, 2022most recent commit 3 months ago
The 10 Latest Releases In Python Machine Learning Data Analysis Open Source Projects
Secretflow ⭐ 2,101
A unified framework for privacy-preserving data analysis and machine learning
total releases 48latest release December 06, 2023most recent commit 3 months ago
Flyte ⭐ 4,380
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
dependent packages 35total releases 266latest release December 06, 2023most recent commit 3 months agopypi flyteidl} Downloads
Gradio ⭐ 25,823
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
dependent packages 229total releases 534latest release December 05, 2023most recent commit 3 months agopypi gradio} Downloads
Streamlit ⭐ 29,794
Streamlit — A faster way to build and share data apps.
dependent packages 1,228total releases 212latest release November 30, 2023most recent commit 3 months agopypi streamlit} Downloads
Sweetviz ⭐ 2,687
Visualize and compare datasets, target values and associations, with one line of code.
dependent packages 14total releases 35latest release November 29, 2023most recent commit 5 months agopypi sweetviz} Downloads
Nannyml ⭐ 1,695
nannyml: post-deployment data science in python
total releases 26latest release November 28, 2023most recent commit 3 months ago
Scikit Learn Intelex ⭐ 1,116
Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application
dependent packages 24total releases 23latest release November 28, 2023most recent commit 3 months agopypi scikit-learn-intelex} Downloads
Sliceguard ⭐ 43
A library for detecting problematic data segments in structured and unstructured data with few lines of code.
dependent packages 1total releases 32latest release November 28, 2023most recent commit 4 months agopypi sliceguard} Downloads
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