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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

├── aim  <----------------  main project code
│   ├── cli <-------------  command line interface
│   ├── engine <----------  business logic for interracting with Aim Hub
│   ├── profiler <--------  experimental profiler for ML models
│   ├── sdk <-------------  Python SDK
│   └── version_control <-  managing files and tracked data
├── docs <----------------  development documentation
├── 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.

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