https://github.com/gokceneraslan/tensorsne

Fast Barnes-Hut t-SNE with Tensorflow integration
https://github.com/gokceneraslan/tensorsne

barnes-hut-tsne keras python tensorflow tsne tsne-algorithm

Last synced: about 1 month ago
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Fast Barnes-Hut t-SNE with Tensorflow integration

• Host: GitHub
• URL: https://github.com/gokceneraslan/tensorsne
• Owner: gokceneraslan
• License: mit
• Created: 2017-08-07T13:44:58.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2018-02-08T01:04:48.000Z (over 7 years ago)
• Last Synced: 2025-04-02T05:23:00.630Z (3 months ago)
• Topics: barnes-hut-tsne, keras, python, tensorflow, tsne, tsne-algorithm
• Language: Python
• Homepage:
• Size: 23.4 KB
• Stars: 7
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
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### A Fast Barnes-Hut tSNE implementation with TensorFlow support

Barnes-Hut tSNE with following cool features:

- Fast nearest neighbor calculation  with parallelization and sparse matrix support through `nmslib`

- KL divergence and Barnes-Hut gradient approximation as a Tensorflow op

- Parametric and non-parametric Barnes-Hut tSNE in Tensorflow and Keras