https://github.com/openmined/threepio
A multi-language library for translating commands between PyTorch, TensorFlow, and TensorFlow.js
https://github.com/openmined/threepio
hacktoberfest pytorch tensorflow tensorflowjs
Last synced: 3 months ago
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A multi-language library for translating commands between PyTorch, TensorFlow, and TensorFlow.js
- Host: GitHub
- URL: https://github.com/openmined/threepio
- Owner: OpenMined
- License: other
- Created: 2020-01-07T16:37:33.000Z (about 6 years ago)
- Default Branch: dev
- Last Pushed: 2022-11-21T22:58:12.000Z (about 3 years ago)
- Last Synced: 2025-06-07T00:39:51.706Z (7 months ago)
- Topics: hacktoberfest, pytorch, tensorflow, tensorflowjs
- Language: Python
- Homepage:
- Size: 1.92 MB
- Stars: 56
- Watchers: 15
- Forks: 15
- Open Issues: 27
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Threepio
Threepio makes it _dead simple_ to translate commands between machine learning frameworks such as **PyTorch, Tensorflow.js, and Tensorflow Python**.
It acts as a core component in [PySyft](https://github.com/OpenMined/PySyft) and [syft.js](https://github.com/OpenMined/syft.js).
Some of the life changing features this library provides are:
- :robot: Automatic bi-directional translation between same named commands `add`, `abs`, etc.
- :brain: Smart argument mapping between automaticaly translated commands
- :repeat: Word level translation between libraries
- :wrench: Custom command translation
- :herb: One to many command translation
- :zap: Translation of tensor methods _(in progress)_
- :mag: Support for fuzzy match in automatic command translation _(in progress)_
- :card_index_dividers: Support for framework versioning in automatic translation _(in progress)_
- :mage_man: Support for automatic argument type casting (tensorflow tensor -> pytorch tensor) _(in progress)_
Threepio is made up of two main components:
- :spider: [Documentation Crawler](/docs-crawler) - This generates the majority of our automatic translations for Threepio
- :snake: [Python translation library](/pythreepio) - This is the python library for using threepio
~And has clients in both Python and Javascript!~
And has a client available in Python!
## Installation
Depending on your language, installation will differ.
### Python
Use the package manager [pip](https://pip.pypa.io/en/stable/) to install threepio.
```bash
pip install 3p0
```
#### Usage
Please check out our [usage document](/pythreepio/README.md) for further guidelines.
### Javascript
** Threepio.js has been deprecated. For existing javascript code, please refer to commit [0a538a3f](https://github.com/OpenMined/Threepio/commit/0a538a3f1ed70b39be541766211f6b84e2136fc3) **
#### Usage
Please check out our [usage document](/js/README.md) for further guidelines.
## Support
For support in using this library, please join the **#lib_threepio** Slack channel. If you'd like to follow along with any code changes to the library, please join the **#code_threepio** Slack channel. [Click here to join our Slack community!](https://slack.openmined.org)
## Contributing
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.
Please make sure to update tests as appropriate.
## Contributors
Thanks to these awesome people:
Mike Nolan
OM FL Workers Team / Author
Amr Kayid
Contributor
Vova Manannikov
OM FL Workers Team
Patrick Cason
OM FL Workers Team Lead
Tvictor
OM FL Workers Team
Ramesht Shukla
OM FL Workers Team
Justin D. Harris
Contributor
Pedro Espíndula
Contributor
Anirban Aaha
Contributor
## License
[Apache License 2.0](https://choosealicense.com/licenses/apache-2.0/)