giotto.ai

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22 repositories

giotto-deep
Public
Deep learning made topological.
nlp deep-learning image-processing pytorch computational-geometry tda
Python
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Other
•12•91•2•4•Updated Jul 25, 2024Jul 25, 2024
giotto-tda
Public
A high-performance topological machine learning toolbox in Python
machine-learning topology mapper scikit-learn topological-data-analysis tda computational-topology topological-machine-learning
Python
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Other
•191•960•55•7•Updated Jun 18, 2024Jun 18, 2024
time_series_energy_demand
Public
Jupyter Notebook
•4•9•0•2•Updated Jun 17, 2024Jun 17, 2024
pyflagser
Public
Python bindings and API for the flagser C++ library (https://github.com/luetge/flagser).
algebraic-topology persistent-homology topological-data-analysis computational-topology
Python
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Other
•16•14•7•1•Updated May 30, 2024May 30, 2024
giotto-ph
Public
High performance implementation of Vietoris-Rips persistence.
machine-learning topology topological-data-analysis computational-topology
C++
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Other
•15•55•10•1•Updated May 30, 2024May 30, 2024
pipeline-tools
Public
Distribution tools for deep learning computations
Python
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GNU Affero General Public License v3.0
•0•0•0•0•Updated Nov 13, 2023Nov 13, 2023
football-tda
Public
The shape of football games.
Python
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Other
•12•19•3•1•Updated Nov 9, 2023Nov 9, 2023
giotto-time
Public
Time series analysis suite
Python
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Other
•26•101•18•1•Updated Oct 28, 2022Oct 28, 2022
beetles-tda
Public
Python code for corresponding blog post on Towards Data Science
Jupyter Notebook
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Other
•3•11•2•3•Updated Jun 22, 2022Jun 22, 2022
gtda-docs
Public
HTML
•2•0•0•0•Updated Jul 9, 2021Jul 9, 2021
gtda-challenge-2020
Public
This is the repo for the Giotto-tda use-cases challenge 2020.
Jupyter Notebook
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GNU Affero General Public License v3.0
•20•23•0•0•Updated May 3, 2021May 3, 2021
stock-market-crashes
Public
How to detect stock market crashes with topology.
Jupyter Notebook
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Other
•45•82•1•0•Updated Apr 14, 2021Apr 14, 2021
molecule_bond_prediction
Public
Predict scalar coupling in molecules
molecular-structures topological-data-analysis
Python
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Other
•5•15•1•1•Updated Mar 14, 2021Mar 14, 2021
condorcet-method
Public
This repo implements the Schulze method, a Condorcet-type election method.
Jupyter Notebook
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Other
•1•4•0•0•Updated Nov 23, 2020Nov 23, 2020
graph_classification_with_atol
Public
Jupyter Notebook
•2•9•0•0•Updated Sep 24, 2020Sep 24, 2020
the-shape-of-chemical-functions
Public
Jupyter Notebook
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Other
•1•12•1•0•Updated Sep 24, 2020Sep 24, 2020
l2f
Public
Acoustics meets giotto time
Jupyter Notebook
•1•1•0•1•Updated Sep 24, 2020Sep 24, 2020
us-election-tda
Public
Jupyter Notebook
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Other
•2•3•3•0•Updated Sep 24, 2020Sep 24, 2020
tutorial_mapper
Public
Jupyter Notebook
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Other
•7•13•2•0•Updated Sep 24, 2020Sep 24, 2020
noise-to-signal
Public
How to use topology to decode binary signals in high-noise regimes.
Jupyter Notebook
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Other
•2•18•3•1•Updated Sep 24, 2020Sep 24, 2020
gudhi-devel
Public
The GUDHI library is a generic open source C++ library, with a Python interface, for Topological Data Analysis (TDA) and Higher Dimensional Geometry Understanding.
C++
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MIT License
•78•2•0•0•Updated Aug 28, 2020Aug 28, 2020
anomaly-detection-tda
Public
GNU Affero General Public License v3.0
•0•0•0•0•Updated Feb 17, 2020Feb 17, 2020