giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and
Data Exploration

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giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration

6 April 2020

Guillaume Tauzin

Julián Burella Pérez

A. Medina-Mardones

ArXiv (abs)PDF HTML Github (909★)

Papers citing "giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration"

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Title
What makes math problems hard for reinforcement learning: a case study Ali Shehper A. Medina-Mardones Lucas Fagan Angus Gruen Piotr Kucharski Sergei Gukov Piotr Kucharski Zhenghan Wang Sergei Gukov 59 3 0 27 Aug 2024
Array Programming with NumPy Charles R. Harris K. Millman S. Walt R. Gommers Pauli Virtanen ... Tyler Reddy Warren Weckesser Hameer Abbasi C. Gohlke T. Oliphant 156 14,986 0 18 Jun 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 529 42,559 0 03 Dec 2019
A Topological "Reading" Lesson: Classification of MNIST using TDA A. Garin Guillaume Tauzin 73 67 0 18 Oct 2019
A Topology Layer for Machine Learning Rickard Brüel-Gabrielsson Bradley J. Nelson Anjan Dwaraknath Primoz Skraba Leonidas Guibas Gunnar Carlsson AI4CE 69 133 0 29 May 2019
Exposition and Interpretation of the Topology of Neural Networks Rickard Brüel-Gabrielsson Gunnar Carlsson FAtt 38 54 0 08 Oct 2018
Persistence Fisher Kernel: A Riemannian Manifold Kernel for Persistence Diagrams Tam Le M. Yamada 64 79 0 10 Feb 2018
Sliced Wasserstein Kernel for Persistence Diagrams Mathieu Carrière Marco Cuturi S. Oudot 59 237 0 11 Jun 2017
Comparing persistence diagrams through complex vectors B. D. Fabio M. Ferri 50 65 0 06 May 2015
A Stable Multi-Scale Kernel for Topological Machine Learning Jan Reininghaus Stefan Huber Ulrich Bauer Roland Kwitt 64 347 0 21 Dec 2014