| 1 |
numpy
Core
|
863,198,774 |
32,748 |
|
Core
Science
Data & Science
|
→ |
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A fundamental package for scientific computing with Python.
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| 2 |
scipy
Core
|
325,870,980 |
15,016 |
|
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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| 3 |
networkx
Graphs and Networks
|
208,976,870 |
17,259 |
|
Graphs and Networks
Science
Data & Science
|
→ |
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A high-productivity software for complex networks.
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| 4 |
sympy
Symbolic Mathematics
|
143,438,757 |
14,941 |
|
Symbolic Mathematics
Science
Data & Science
|
→ |
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A Python library for symbolic mathematics.
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|
|
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| 5 |
shapely
Computational Geometry
|
63,212,058 |
4,508 |
|
Computational Geometry
Science
Data & Science
|
→ |
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Manipulation and analysis of geometric objects in the Cartesian plane.
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|
|
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| 6 |
numba
Core
|
56,801,340 |
11,154 |
|
Core
Science
Data & Science
|
→ |
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Python JIT compiler to LLVM aimed at scientific Python.
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|
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| 7 |
statsmodels
Statistics
|
33,958,848 |
11,623 |
|
Statistics
Science
Data & Science
|
→ |
|
Statistical modeling and econometrics in Python.
|
|
|
|
| 8 |
pint
Physics and Engineering
|
5,508,104 |
2,796 |
|
Physics and Engineering
Science
Data & Science
|
→ |
|
Operate and manipulate physical quantities with units and dimensional analysis.
|
|
|
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| 9 |
biopython
Biology and Chemistry
|
4,599,683 |
5,195 |
|
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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| 10 |
rdkit
Biology and Chemistry
|
4,048,349 |
3,586 |
|
Biology and Chemistry
Science
Data & Science
|
→ |
|
Cheminformatics and Machine Learning Software.
|
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|
|
| 11 |
astropy
Physics and Engineering
|
2,706,604 |
5,305 |
|
Physics and Engineering
Science
Data & Science
|
→ |
|
A community Python library for Astronomy.
|
|
|
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| 12 |
pymc
Simulation and Modeling
|
1,827,413 |
9,752 |
|
Simulation and Modeling
Science
Data & Science
|
→ |
|
Probabilistic programming and Bayesian modeling in Python.
|
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|
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| 13 |
colour-science
Other
|
337,286 |
2,649 |
|
Other
Science
Data & Science
|
→ |
|
Implementing a comprehensive number of colour theory transformations and algorithms.
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|
|
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| 14 |
simpy
Simulation and Modeling
|
256,787 |
GitLab |
— |
Simulation and Modeling
Science
Data & Science
|
→ |
|
A process-based discrete-event simulation framework.
|
|
|
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| 15 |
obspy
Physics and Engineering
|
219,480 |
1,332 |
|
Physics and Engineering
Science
Data & Science
|
→ |
|
A Python toolbox for seismology.
|
|
|
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| 16 |
manim
Other
|
153,355 |
40,852 |
|
Other
Science
Data & Science
|
→ |
|
An animation engine for explanatory math videos.
|
|
|
|
| 17 |
mesa
Simulation and Modeling
|
56,442 |
3,841 |
|
Simulation and Modeling
Science
Data & Science
|
→ |
|
An agent-based modeling framework for building, analyzing, and visualizing complex system simulations.
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