topological-data-analysis

Open-source projects categorized as topological-data-analysis
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Topics: topological-machine-learning Topology Machine Learning dimensionality-reduction tda
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Top 4 topological-data-analysis Open-Source Projects

  • umap

    Uniform Manifold Approximation and Projection

  • giotto-tda

    A high-performance topological machine learning toolbox in Python

  • InfluxDB

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  • findpeaks

    The detection of peaks and valleys in a 1d-vector or 2d-array (image)

  • TARDIS

    TARDIS: Topological Algorithms for Robust DIscovery of Singularities (by aidos-lab)

    • Project mention: 🌐🔬 Introducing TARDIS, a breakthrough AI framework designed to identify singularities in complex spaces and capture unique structures and local geometric complexity in image data. | /r/artificial | 2023-06-17

    👨‍💻 GitHub Repo: https://github.com/aidos-lab/TARDIS

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

topological-data-analysis related posts

  • Using the 80:20 rule, what top 20% of your tools, statistical tests, activities, etc. do you use to generate 80% of your results?

    1 project | /r/datascience | 5 Aug 2022

  • [D] In UMAP and PyNNDescent, the conversion of Cosine and Correlation measures to distance metric seems problematic

    2 projects | /r/MachineLearning | 17 Jul 2022

  • Finding correlating features in a large dataset.

    1 project | /r/learnmachinelearning | 7 Oct 2021

  • The most perplexing bug I've ever seen

    2 projects | /r/learnpython | 8 Sep 2021

  • Question about numpy method I found in github project

    1 project | /r/learnpython | 3 Jun 2021

  • [OC]Giotto-tda: Topological data analysis can help predict stock market crashes

    1 project | /r/dataisbeautiful | 7 Apr 2021

  • Giotto-tda, a high-performance topological machine learning toolbox

    1 project | news.ycombinator.com | 8 Mar 2021
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    www.influxdata.com | 5 May 2024
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Index

What are some of the best open-source topological-data-analysis projects? This list will help you:

Project Stars
1 umap 6,959
2 giotto-tda 809
3 findpeaks 202
4 TARDIS 37

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