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aim

Version control and collaboration for AI.

See the docs here.

Development

Requirements

  • Python 3

We suggest to use virtual environment for managing local dependencies.

To start development first install all dependencies:

pip install -r requirements.txt

Project Structure

β”œβ”€β”€ aim  <----------------  main project code
β”‚Β Β  β”œβ”€β”€ cli <-------------  command line interface
β”‚Β Β  β”œβ”€β”€ engine <----------  business logic for interracting with Aim Hub
β”‚Β Β  β”œβ”€β”€ profiler <--------  experimental profiler for ML models
β”‚Β Β  β”œβ”€β”€ sdk <-------------  Python SDK
β”‚Β Β  └── version_control <-  managing files and tracked data
β”œβ”€β”€ docs <----------------  development documentation
β”œβ”€β”€ examples <------------  example usages of aim SDK
└── tests

Code Style

We follow pep8 style guide for python code. We use autopep8 and pycodestyle to enable checking and formatting Python code.

To check code styles, run pycodestyle . in the root folder.

To auto format, run autopep8 --in-place --recursive --aggressive --aggressive . in the root folder.

About

Aim πŸ’« β€” easy-to-use and performant open-source ML experiment tracker.

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  • Python 26.3%
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