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DeadLock: A Smart Way To Manage Your Data Science Projects

  • DeadLock is an open-source project management tool designed for Data Scientists and ML Engineers to simplify the management of data science projects by handling dependencies and compatibility issues.
  • The tool aims to automate the process of adding required dependencies like Pytorch, TensorFlow, Cuda, etc., generate a 'lock' file to maintain external dependencies, identify and resolve compatibility issues, create project files, initialize Git repositories, and provide boilerplate code based on project type.
  • The user can configure all these options through an interactive Command Line Interface, making project management more efficient and tailored to individual needs.
  • The creator plans to start working on implementing these features and will provide updates on the progress in the future, emphasizing commitment to the project and sharing results of research in the next post.

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