| 1 |
manim
Other
|
38,860 |
|
Other
Science
Data & Science
|
→ |
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An animation engine for explanatory math videos.
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| 2 |
numpy
Core
|
32,161 |
|
Core
Science
Data & Science
|
→ |
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A fundamental package for scientific computing with Python.
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| 3 |
PythonRobotics
Physics and Engineering
|
29,698 |
|
Physics and Engineering
Science
Data & Science
|
→ |
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This is a compilation of various robotics algorithms with visualizations.
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| 4 |
networkx
Other
|
16,983 |
|
Other
Science
Data & Science
|
→ |
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A high-productivity software for complex networks.
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| 5 |
scipy
Core
|
14,739 |
|
Core
Science
Data & Science
|
→ |
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A Python-based ecosystem of open-source software for mathematics, science, and engineering.
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| 6 |
sympy
Core
|
14,668 |
|
Core
Science
Data & Science
|
→ |
|
A Python library for symbolic mathematics.
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|
|
|
| 7 |
statsmodels
Core
|
11,448 |
|
Core
Science
Data & Science
|
→ |
|
Statistical modeling and econometrics in Python.
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|
|
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| 8 |
numba
Core
|
11,039 |
|
Core
Science
Data & Science
|
→ |
|
Python JIT compiler to LLVM aimed at scientific Python.
|
|
|
|
| 9 |
pymc
Simulation and Modeling
|
9,629 |
|
Simulation and Modeling
Science
Data & Science
|
→ |
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Probabilistic programming and Bayesian modeling in Python.
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|
|
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| 10 |
astropy
Physics and Engineering
|
5,180 |
|
Physics and Engineering
Science
Data & Science
|
→ |
|
A community Python library for Astronomy.
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|
|
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| 11 |
biopython
Biology and Chemistry
|
5,066 |
|
Biology and Chemistry
Science
Data & Science
|
→ |
|
Biopython is a set of freely available tools for biological computation.
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|
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| 12 |
shapely
Other
|
4,452 |
|
Other
Science
Data & Science
|
→ |
|
Manipulation and analysis of geometric objects in the Cartesian plane.
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|
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| 13 |
mesa
Simulation and Modeling
|
3,677 |
|
Simulation and Modeling
Science
Data & Science
|
→ |
|
An agent-based modeling framework for building, analyzing, and visualizing complex system simulations.
|
|
|
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| 14 |
rdkit
Biology and Chemistry
|
3,459 |
|
Biology and Chemistry
Science
Data & Science
|
→ |
|
Cheminformatics and Machine Learning Software.
|
|
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| 15 |
colour
Other
|
2,595 |
|
Other
Science
Data & Science
|
→ |
|
Implementing a comprehensive number of colour theory transformations and algorithms.
|
|
|
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| 16 |
openbabel
Biology and Chemistry
|
1,336 |
|
Biology and Chemistry
Science
Data & Science
|
→ |
|
A chemical toolbox designed to speak the many languages of chemical data.
|
|
|
|
| 17 |
obspy
Physics and Engineering
|
1,304 |
|
Physics and Engineering
Science
Data & Science
|
→ |
|
A Python toolbox for seismology.
|
|
|
|
| 18 |
pydy
Physics and Engineering
|
411 |
|
Physics and Engineering
Science
Data & Science
|
→ |
|
Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
|
|
|
|
| 19 |
cclib
Biology and Chemistry
|
408 |
|
Biology and Chemistry
Science
Data & Science
|
→ |
|
A library for parsing and interpreting the results of computational chemistry packages.
|
|
|
|
| 20 |
pathsim
Simulation and Modeling
|
386 |
|
Simulation and Modeling
Science
Data & Science
|
→ |
|
A block-based system modeling and simulation framework with a browser-based visual editor.
|
|
|
|
| 21 |
simpy
Simulation and Modeling
|
GitLab |
— |
Simulation and Modeling
Science
Data & Science
|
→ |
|
A process-based discrete-event simulation framework.
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