https://github.com/nlpodyssey/goslide
SLIDE (Sub-LInear Deep learning Engine) written in Go
https://github.com/nlpodyssey/goslide
artificial-intelligence deep-learning lsh machine-learning sparse-learning
Last synced: 6 months ago
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SLIDE (Sub-LInear Deep learning Engine) written in Go
- Host: GitHub
- URL: https://github.com/nlpodyssey/goslide
- Owner: nlpodyssey
- License: bsd-2-clause
- Created: 2020-04-01T15:40:55.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2020-04-19T09:39:28.000Z (over 5 years ago)
- Last Synced: 2025-03-26T19:03:15.817Z (7 months ago)
- Topics: artificial-intelligence, deep-learning, lsh, machine-learning, sparse-learning
- Language: Go
- Homepage:
- Size: 105 KB
- Stars: 44
- Watchers: 7
- Forks: 10
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
- Authors: AUTHORS.md
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README
# GoSLIDE
GoSLIDE is a Go module implementing the Sub-Linear Deep learning Engine (SLIDE) algorithm introduced by [Chen et al, 2019](https://arxiv.org/abs/1903.03129).
This is a **work-in-progress** port from the original
[codebase](https://github.com/keroro824/HashingDeepLearning), written in C++.
Once we have a first complete port, we expect
to focus on cleaning, refactoring, testing, and maybe even re-engineering
some components. Eventually, we will evaluate further expansions, and a
possible integration or combination with the
[spago](https://github.com/nlpodyssey/spago) library.
## License
GoSLIDE is licensed under the
[BSD 2-Clause "Simplified" License](https://github.com/nlpodyssey/goslide/blob/master/LICENSE). For information about the authors, please refer to
the file [AUTHORS.md](https://github.com/nlpodyssey/goslide/blob/master/AUTHORS.md).
This project is strongly based on
[HashingDeepLearning](https://github.com/keroro824/HashingDeepLearning),
which is licensed under the
[MIT License](https://github.com/keroro824/HashingDeepLearning/blob/master/LICENSE).