https://github.com/iterait/emloop

Framework for machine learning with focus on modularization, re-usability and rapid experimenting.
https://github.com/iterait/emloop

machine-learning

Last synced: 10 months ago
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Framework for machine learning with focus on modularization, re-usability and rapid experimenting.

• Host: GitHub
• URL: https://github.com/iterait/emloop
• Owner: iterait
• License: mit
• Created: 2018-09-26T08:48:03.000Z (almost 8 years ago)
• Default Branch: dev
• Last Pushed: 2021-01-13T10:55:56.000Z (over 5 years ago)
• Last Synced: 2025-05-08T04:55:15.393Z (about 1 year ago)
• Topics: machine-learning
• Language: Python
• Homepage: https://emloop.org
• Size: 2.8 MB
• Stars: 4
• Watchers: 7
• Forks: 1
• Open Issues: 5
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

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README

          
# emloop

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This is an official repository of **emloop** - a lightweight framework for machine learning with focus on modularization, re-usability and rapid experimenting.

## Installation

```

pip install emloop

```

## Quick start

- [10 minutes tutorial](https://emloop.org/tutorial) ([code](https://github.com/iterait/emloop-examples/tree/master/majority))

- [Documentation & API Reference](https://emloop.org/)

- [Additional examples](https://github.com/iterait/emloop-examples)

## Requirements

 - **emloop** is supported (and tested) on [Arch Linux](https://www.archlinux.org) and [Ubuntu](http://releases.ubuntu.com) (latest LTS and rolling) with Python 3.7 and 3.6, respectively.

 - **emloop** will most likely work on [Windows with Anaconda](https://www.anaconda.com/download/) and Python 3.6 or 3.7 yet **it is not tested regularly**

## Extensions

**emloop** is meant to be extremely lightweight.

For that reason the whole functionality is divided into various extensions with separate dependencies.

At the moment we support the following extensions:

- [emloop-tensorflow](https://github.com/iterait/emloop-tensorflow) - TensorFlow support

- [emloop-rethinkdb](https://github.com/iterait/emloop-rethinkdb) - RethinkDB hook for training management with NoSQL (experimental)

## Contributions

All contributions are welcomed. Please read our [contributor's guide](CONTRIBUTING.md).