PyRank

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

89K 335 64
scikit-tda
persim

Distances and representations of persistence diagrams

84K 139 57
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.

55K 319 89
DavidLapous
multipers

Python library for multiparameter persistence

20K 43 8
tylerebowers
schwabdev

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

17K 825 273
shizuo-kaji
cripser

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

12K 70 9
giotto-ai
giotto-tda

A high-performance topological machine learning toolbox in Python

10K 1K 199
routhleck
canns-lib

High-performance computational acceleration library for CANNs

8K 2 0
routhleck
canns-ripser

High-performance computational acceleration library for CANNs

4K 2 0
giotto-ai
giotto-tda-nightly

A high-performance topological machine learning toolbox in Python

4K 1K 199
scikit-tda
tadasets

Synthetic data sets apt for Topological Data Analysis

3K 40 8
antonio-leitao
dbsampler

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

2K 6 0
scikit-tda
scikit-tda

Topological Data Analysis for Python🐍

2K 573 55
smaniches
topogeoml

Preregistered topology-aware machine learning research toolkit: differentiable persistent homology, Hodge Laplacian message passing, and statistically defensible benchmarking on graph classification (MUTAG, PROTEINS, NCI1).

1K 1 0
TeaspoonTDA
teaspoon

Topological Signal Processing in Python

1K 48 13
lucasimi
tda-mapper

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

1K 184 24
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-learn
giotto-learn

A high-performance topological machine learning toolbox in Python

913 1K 199
Chege-N
topoconscious

Persistent homology pipeline for detecting neural correlates of consciousness from fMRI

608 0 0
giotto-ai
giotto-learn-nightly

A high-performance topological machine learning toolbox in Python

604 1K 199
OnDraganov
chromatic-tda

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

561 21 2
stephenhky
mogutda

Topological Data Analysis in Python

430 123 22
heitorbaldo
digplexq

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

361 2 0