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Scientific Computing Python Packages

Python packages with the GitHub topic scientific-computing. Sorted by relevance, with stars and monthly downloads.
scipy
scipy

SciPy library main repository

378.7M 15K 6K
deepcharles
ruptures

ruptures: change point detection in Python

2.6M 2K 181
casadi
casadi

CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.

850K 2K 441
arvkevi
kneed

Knee point detection in Python :chart_with_upwards_trend:

831K 808 75
scikit-video
scikit-video

Video Processing in Python

356K 707 154
inducer
pyopencl

OpenCL integration for Python, plus shiny features

188K 1K 249
InsightSoftwareConsortium
itk-io

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

150K 2K 726
InsightSoftwareConsortium
itk-registration

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

145K 2K 726
InsightSoftwareConsortium
itk-filtering

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

144K 2K 726
InsightSoftwareConsortium
itk-core

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

143K 2K 726
InsightSoftwareConsortium
itk

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

142K 2K 726
InsightSoftwareConsortium
itk-numerics

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

142K 2K 726
InsightSoftwareConsortium
itk-segmentation

Insight Toolkit (ITK) -- Official Repository. ITK builds on a proven, spatially-oriented architecture for processing, segmentation, and registration of scientific images in two, three, or more dimensions.

135K 2K 726
jessegrabowski
better-optimize

A friendlier front-end to scipy.optimize

126K 7 3
inducer
pycuda

CUDA integration for Python, plus shiny features

118K 2K 297
glotzerlab
freud-analysis

Powerful, efficient particle trajectory analysis in scientific Python.

108K 319 52
regionmask
regionmask

create masks of geospatial regions for arbitrary grids

106K 261 23
maroba
findiff

Python package for numerical derivatives and partial differential equations in any number of dimensions.

91K 507 68
itamarst
eliot

Eliot: the logging system that tells you *why* it happened

83K 1K 71
spatial-image
multiscale-spatial-image

Generate a multiscale, chunked, multi-dimensional spatial image data structure that can serialized to OME-NGFF.

83K 55 9
biosustain
swiglpk

Simple swig bindings for the GNU Linear Programming Kit

69K 30 10
scikit-video
sk-video

Video Processing in Python

58K 707 154
AllenCellModeling
aicsimageio

Image Reading, Metadata Conversion, and Image Writing for Microscopy Images in Python

40K 222 51
yt-project
yt

Main yt repository

40K 552 311
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