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Tda Python Packages

Python packages with the GitHub topic tda. Sorted by relevance, with stars and monthly downloads.
scikit-tda
ripser

A Lean Persistent Homology Library for Python

60K 332 61
GUDHI
gudhi

The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimensional Geometry Understanding.

57K 312 86
scikit-tda
persim

Distances and representations of persistence diagrams

56K 138 58
tylerebowers
schwabdev

An easy and lightweight wrapper for using the Charles Schwab API.

23K 761 264
DavidLapous
multipers

Multiparameter Topological Persistence for Machine Learning

13K 40 8
giotto-ai
giotto-tda

A high-performance topological machine learning toolbox in Python

13K 986 198
shizuo-kaji
cripser

Persistent homology calculation for 1D (scalar time series), 2D (image), and 3D, 4D (voxel) arrays

12K 67 9
giotto-ai
giotto-tda-nightly

Toolbox for Machine Learning using Topological Data Analysis.

7K 986 198
scikit-tda
tadasets

Synthetic data sets apt for Topological Data Analysis

4K 38 8
routhleck
canns-lib

High-performance computational acceleration library for CANNs

4K 1 0
routhleck
canns-ripser

High-performance computational acceleration library for CANNs

3K 1 0
TeaspoonTDA
teaspoon

A Topological Signal Processing Package

3K 43 11
scikit-tda
scikit-tda

Topological Data Analysis for Python🐍

3K 572 56
antonio-leitao
dbsampler

Python library for efficient sampling of the decision boundary of high dimensional classification problems (binary or multiclass).

2K 6 0
lucasimi
tda-mapper

A simple and efficient Python implementation of Mapper algorithm for Topological Data Analysis

2K 139 21
giotto-learn
giotto-learn

A high-performance topological machine learning toolbox in Python

2K 986 198
MunchLab
cereeberus

A python package for the interleaving distance on Reeb graphs and related structures from TDA

1K 5 1
MunchLab
ect

Python package for computing the Euler Characteristic Transform (ECT)

940 6 2
giotto-ai
giotto-learn-nightly

A high-performance topological machine learning toolbox in Python

845 986 198
OnDraganov
chromatic-tda

Tool to compute six-packs of persistence diagrams for chromatic point clouds [packaged on PyPI]

726 19 2
stephenhky
mogutda

Topological Data Analysis in Python: Simplicial Complex

546 123 24
giotto-ai
giotto-deep

Toolbox for Deep Learning and Topological Data Analysis.

276 92 12
heitorbaldo
digplexq

DigplexQ is a Python package to perform computations with digraph-based complexes.

273 2 0
m-a-huber
automato

Implementation of the AuToMATo clustering algorithm.

155 1 0
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