umap

Open-source projects categorized as umap
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Language: + Python + R + C# + Scala + C++
Topics: Machine Learning dimensionality-reduction NLP Scala Natural Language Processing
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Top 6 umap Open-Source Projects

  • umap

    Uniform Manifold Approximation and Projection

    • Project mention: Show HN: Exploring HN by mapping and analyzing 40M posts and comments for fun | news.ycombinator.com | 2024-05-09

    Indeed, TensorFlow likes pushing everything to the GPU by default whereas many PyTorch DL implementations encourage feeding data from the CPU to the GPU as needed with a DataLoader.

    There have been attempts at a PyTorch port of Parametric UMAP (https://github.com/lmcinnes/umap/issues/580) but nothing as good.

  • uwot

    An R package implementing the UMAP dimensionality reduction method.

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  • AnnA_Anki_neuronal_Appendix

    Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity

  • umap-sharp

    C# library for fast embeddings projection using Uniform Manifold Approximation and Projection

  • lamp

    deep learning and scientific computing framework with native CPU and GPU backend for the Scala programming language (by pityka)

    • Project mention: Also reconnecting with Scala. Interested in LLMs | /r/scala | 2023-05-30

  • ruby-umappp

    Uniform Manifold Approximation and Projection for Ruby

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).

umap related posts

  • Show HN: Exploring HN by mapping and analyzing 40M posts and comments for fun

    7 projects | news.ycombinator.com | 9 May 2024

  • [OC] Clustering Images with OpenAI CLIP, T-SNE, UMAP & Plotly

    2 projects | /r/dataisbeautiful | 29 Apr 2023

  • UMAP clustering in Ruby

    9 projects | dev.to | 11 Oct 2022

  • Introducing the Semantic Graph

    5 projects | dev.to | 16 Sep 2022

  • 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

  • I built an Image Search Engine using OpenAI CLIP and Images from Wikimedia

    3 projects | /r/learnmachinelearning | 30 Nov 2021
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    www.saashub.com | 21 May 2024
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Index

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

Project Stars
1 umap 6,980
2 uwot 308
3 AnnA_Anki_neuronal_Appendix 57
4 umap-sharp 33
5 lamp 25
6 ruby-umappp 8

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