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The Top 23 Python Science Open Source Projects

Open source projects categorized as Python Science
Categories > Science > Science
Awesome Python Applications ⭐ 15,053
💿 Free software that works great, and also happens to be open-source Python.
most recent commit 4 months ago
Sympy ⭐ 11,790
A computer algebra system written in pure Python
dependent packages 1,583total releases 50most recent commit 3 months agopypi sympy} Downloads
Ds Cheatsheets ⭐ 11,535
List of Data Science Cheatsheets to rule the world
most recent commit a year ago
Data Science From Scratch ⭐ 7,967
code for Data Science From Scratch book
most recent commit 5 months ago
Cookiecutter Data Science ⭐ 7,351
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
most recent commit 3 months ago
Industry Machine Learning ⭐ 6,077
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
most recent commit 2 years ago
Data Science Blogs ⭐ 6,048
A curated list of data science blogs
most recent commit a year ago
Data Scientist Roadmap ⭐ 5,698
Toturials coming with the "data science roadmap" picture.
most recent commit a year ago
Data Science Notes ⭐ 5,608
数据科学的笔记以及资料搜集
most recent commit 3 years ago
Modelscope ⭐ 5,517
ModelScope: bring the notion of Model-as-a-Service to life.
dependent packages 13total releases 31most recent commit 3 months agopypi modelscope} Downloads
Datasciencepython ⭐ 4,776
common data analysis and machine learning tasks using python
most recent commit a year ago
Free Python Books ⭐ 4,445
Python books free to read online or download
most recent commit 3 months ago
Machine Learning Mindmap ⭐ 4,400
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
most recent commit 4 years ago
Astropy ⭐ 4,096
Astronomy and astrophysics core library
dependent packages 1,128total releases 138most recent commit 3 months agopypi astropy} Downloads
Data Science ⭐ 3,898
Collection of useful data science topics along with articles, videos, and code
most recent commit 3 months ago
Orchest ⭐ 3,876
Build data pipelines, the easy way 🛠️
total releases 19most recent commit 10 months ago
Datascienceresources ⭐ 3,826
Open Source Data Science Resources.
most recent commit 8 months ago
Open Source Cs Python ⭐ 3,579
Video discussing this curriculum:
most recent commit 8 months ago
Data Science At The Command Line ⭐ 3,518
Data Science at the Command Line
most recent commit 10 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
Whirlwindtourofpython ⭐ 2,991
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"
most recent commit 2 years ago
Deepvariant ⭐ 2,978
DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.
most recent commit 4 months ago
Data Science Best Resources ⭐ 2,718
Carefully curated resource links for data science in one place
most recent commit 3 months ago
The 10 Most Depended On Python Science Open Source Projects
Sympy ⭐ 11,790
A computer algebra system written in pure Python
dependent packages 1,583total releases 50latest release May 10, 2023most recent commit 3 months agopypi sympy} Downloads
Astropy ⭐ 4,096
Astronomy and astrophysics core library
dependent packages 1,128total releases 138latest release November 27, 2023most recent commit 3 months agopypi astropy} Downloads
Pint ⭐ 2,197
Operate and manipulate physical quantities in Python
dependent packages 565total releases 49latest release December 08, 2023most recent commit 3 months agopypi Pint} Downloads
Obspy ⭐ 1,106
ObsPy: A Python Toolbox for seismology/seismological observatories.
dependent packages 127total releases 22latest release November 21, 2022most recent commit 3 months agopypi obspy} Downloads
Mdanalysis ⭐ 1,154
MDAnalysis is a Python library to analyze molecular dynamics simulations.
dependent packages 111total releases 48latest release December 02, 2023most recent commit 3 months agopypi MDAnalysis} Downloads
Aiida Core ⭐ 392
The official repository for the AiiDA code
dependent packages 63total releases 78latest release November 15, 2023most recent commit 3 months agopypi aiida-core} Downloads
Matplotlib Scalebar ⭐ 117
Provides a new artist for matplotlib to display a scale bar, aka micron bar.
dependent packages 55total releases 18latest release March 10, 2022most recent commit a year agopypi matplotlib-scalebar} Downloads
Deepdish ⭐ 228
Flexible HDF5 saving/loading and other data science tools from the University of Chicago
dependent packages 42total releases 17latest release September 24, 2021most recent commit 3 years agopypi deepdish} Downloads
Cwltool ⭐ 314
Common Workflow Language reference implementation
dependent packages 38total releases 430latest release December 07, 2023most recent commit 3 months agopypi cwltool} Downloads
The 10 Latest Releases In Python Science Open Source Projects
Icepyx ⭐ 181
Python tools for obtaining and working with ICESat-2 data
total releases 19latest release January 05, 2024most recent commit 3 months ago
Opentrons ⭐ 372
Software for writing protocols and running them on the Opentrons Flex and Opentrons OT-2
dependent packages 6total releases 244latest release December 11, 2023most recent commit 3 months agopypi opentrons} Downloads
Pint ⭐ 2,197
Operate and manipulate physical quantities in Python
dependent packages 565total releases 49latest release December 08, 2023most recent commit 3 months agopypi Pint} Downloads
Galaxy ⭐ 1,211
Data intensive science for everyone.
dependent packages 23total releases 30latest release December 08, 2023most recent commit 3 months agopypi galaxy-util} Downloads
Modelscope ⭐ 5,517
ModelScope: bring the notion of Model-as-a-Service to life.
dependent packages 13total releases 31latest release December 08, 2023most recent commit 3 months agopypi modelscope} Downloads
Cwltool ⭐ 314
Common Workflow Language reference implementation
dependent packages 38total releases 430latest release December 07, 2023most recent commit 3 months agopypi cwltool} Downloads
Mdanalysis ⭐ 1,154
MDAnalysis is a Python library to analyze molecular dynamics simulations.
dependent packages 111total releases 48latest release December 02, 2023most recent commit 3 months agopypi MDAnalysis} Downloads
Pioreactor ⭐ 75
Hardware and software for accessible, extensible, and scalable bioreactors. Built on Raspberry Pi.
total releases 27latest release November 29, 2023most recent commit 3 months ago
Ruptures ⭐ 1,408
ruptures: change point detection in Python
dependent packages 25total releases 33latest release November 28, 2023most recent commit 3 months agopypi ruptures} Downloads
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