https://github.com/digantamisra98/echo

Python package containing all custom layers used in Neural Networks (Compatible with PyTorch, TensorFlow and MegEngine)
https://github.com/digantamisra98/echo

algorithms computer-vision deep-learning deep-learning-algorithms deep-neural-networks deeplearning functions gitbook machine-learning machine-learning-algorithms mathematics megengine nlp python pytorch tensorflow tensorflow2

Last synced: 7 days ago
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Python package containing all custom layers used in Neural Networks (Compatible with PyTorch, TensorFlow and MegEngine)

• Host: GitHub
• URL: https://github.com/digantamisra98/echo
• Owner: digantamisra98
• License: mit
• Created: 2019-06-04T15:31:18.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2023-09-29T00:56:27.000Z (over 1 year ago)
• Last Synced: 2025-01-08T02:12:15.364Z (14 days ago)
• Topics: algorithms, computer-vision, deep-learning, deep-learning-algorithms, deep-neural-networks, deeplearning, functions, gitbook, machine-learning, machine-learning-algorithms, mathematics, megengine, nlp, python, pytorch, tensorflow, tensorflow2
• Language: Python
• Homepage: https://xa9ax.gitbook.io/echo/
• Size: 8.33 MB
• Stars: 137
• Watchers: 15
• Forks: 28
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE

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# Echo

*Currently under development. Next release to include activations, optimizers and attention layers. We plan to shift our documentation to GitBook. Our new release willl be out by New Year's eve.*

*Update - CI and testing pipeline is fixed. We will now be adding modules to release the first full version. MegEngine will be shifted to dev branch*

*Under construction Gitbook Documentation can be viewed [here](https://xa9ax.gitbook.io/echo/).*

**Sphinx Documentation has been depreciated.**

## About

**Echo Package** is created to provide an implementation of the most promising mathematical algorithms, novel layers and methods, which are missing in the most popular deep learning libraries, such as [PyTorch](https://pytorch.org/), [TensorFlow](https://www.tensorflow.org/) and [MegEngine](https://megengine.org.cn/).

## Setup Instructions

To install __echoAI__ package from PyPI run the following command:

  ```$ pip install echoAI ```

  

## Contributing

Check our [contributing guidelines](https://xa9ax.gitbook.io/echo/contributing-guidelines) to get started.