Scientific Computing Python Packages

scipy

SciPy library main repository

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, Matlab/Octave, Julia or Javascript

ruptures

ruptures: change point detection in Python

kneed

Knee point detection in Python :chart_with_upwards_trend:

xrootd

XRootD Official Repository

better-optimize

A friendlier front-end to scipy.optimize

pyopencl

OpenCL integration for Python, plus shiny features

pycuda

CUDA integration for Python, plus shiny features

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.

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.

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.

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.

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.

multiscale-spatial-image

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

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.

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.

scikit-video

Video Processing in Python

swiglpk

Simple swig bindings for the GNU Linear Programming Kit

findiff

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

eliot

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

sk-video

Video Processing in Python

adsorpy

Random sequential adsorption (RSA) simulation, 2D lattice-based.

regionmask

create masks of geospatial regions for arbitrary grids

discretize

Discretization tools for finite volume and inverse problems.