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Shell around Ml libraries.

Project description

ALPHA UNDERCONSTRUCTED

Mlshell logo

Unified ML framework

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MLshell is a framework for ML research and development:

  • Fast and simple pipeline prototyping and parameters tuning.
  • Unified ml pipeline.
  • Stable CV scheme.
  • Production ready.
  • One conf file rule all.
  • Simple result analyse.
  • Unified plots.
  • Common EDA techniques.
  • Pure python.

Workflow

For details, please refer to Concepts.

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Installation

PyPi PyPi version PyPI Status

pip install -U mlshell
Specific versions with additional requirements

pip install catalyst[dev]        # installs dependencies for development

Docker Docker Pulls

docker run -it nizaevka/mlshell

MLshell is compatible with: Python 3.6+.

Getting started

import mlshell

see Docs for details ;)

Docs and examples

An overview and API documentation can be found here Docs

Check examples folder of the repository:

Contribution guide

We appreciate all contributions. If you are planning to contribute back bug-fixes, please do so without any further discussion. If you plan to contribute new features, utility functions or extensions, please first open an issue and discuss the feature with us.

License

This project is licensed under the Apache License, Version 2.0 see the LICENSE file for details License

Project details


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This version

0.0.1

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