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

69K 333 62
scikit-tda
persim

Distances and representations of persistence diagrams

67K 139 58
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.

54K 312 86
tylerebowers
schwabdev

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

25K 776 267
shizuo-kaji
cripser

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

16K 67 9
DavidLapous
multipers

Python library for multiparameter persistence

13K 40 8
giotto-ai
giotto-tda

A high-performance topological machine learning toolbox in Python

11K 991 197
scikit-tda
tadasets

Synthetic data sets apt for Topological Data Analysis

5K 38 8
giotto-ai
giotto-tda-nightly

A high-performance topological machine learning toolbox in Python

4K 991 197
scikit-tda
scikit-tda

Topological Data Analysis for Python🐍

4K 573 56
routhleck
canns-ripser

Rust implementation of Ripser for topological data analysis, optimized for CANNS library

3K 1 0
routhleck
canns-lib

High-performance computational acceleration library for CANNs

3K 1 0
antonio-leitao
dbsampler

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

2K 6 0
TeaspoonTDA
teaspoon

A Topological Signal Processing Package

2K 44 11
MunchLab
cereeberus

A Python package for Reeb graphs

2K 5 1
Chege-N
topoconscious

Persistent homology pipeline for detecting neural correlates of consciousness from fMRI — H0/H1/H2, Wasserstein + Müller-Lyer timelines, HMM decoding, topological transfer entropy.

2K 0 0
lucasimi
tda-mapper

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

2K 177 25
giotto-learn
giotto-learn

A high-performance topological machine learning toolbox in Python

1K 991 197
OnDraganov
chromatic-tda

Tool to compute six-packs of persistence diagrams for chromatic point clouds

772 19 2
MunchLab
ect

A python package for computing the Euler Characteristic Transform

736 6 2
giotto-ai
giotto-learn-nightly

A high-performance topological machine learning toolbox in Python

652 991 197
stephenhky
mogutda

Topological Data Analysis in Python

507 123 24
heitorbaldo
digplexq

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

274 2 0
giotto-ai
giotto-deep

Deep learning made topological.

268 92 12