giotto.ai

giotto-tda

A high-performance topological machine learning toolbox in Python

giotto-time

Time series analysis suite

stock-market-crashes

How to detect stock market crashes with topology.

giotto-deep

Deep learning made topological.

giotto-ph

High performance implementation of Vietoris-Rips persistence.

gtda-challenge-2020

This is the repo for the Giotto-tda use-cases challenge 2020.

football-tda

The shape of football games.

noise-to-signal

How to use topology to decode binary signals in high-noise regimes.

molecule_bond_prediction

Predict scalar coupling in molecules

pyflagser

Python bindings and API for the flagser C++ library (https://github.com/luetge/flagser).

the-shape-of-chemical-functions

tutorial_mapper

beetles-tda

Python code for corresponding blog post on Towards Data Science

graph_classification_with_atol

time_series_energy_demand

condorcet-method

This repo implements the Schulze method, a Condorcet-type election method.

us-election-tda

gudhi-devel

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

l2f

Acoustics meets giotto time

anomaly-detection-tda

gtda-docs

pipeline-tools

Distribution tools for deep learning computations