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Show HN: Open-source experiment tracking for machine and deep learning

by samzer on 6/18/19, 7:04 AM with 5 comments

  • by samzer on 6/18/19, 7:05 AM

    Hi,

    The author here.

    ModelChimp is an experiment tracker for Deep Learning and Machine Learning experiments.

    ModelChimp provides the following features:

      - Real-time tracking of parameters and metrics
      - Realtime charts for experiment metrics at epoch level
      - Code used for the experiment
      - Experiment comparison
      - Collaborate and share experiments with team members
      - Python objects storage such as data objects and model 
        objects which can be used pulled for other experiments
      - Storage of test and validation images for computer vision 
        use cases. Useful for post experiment forensics of deep 
        learning models
      - Server based solution with user registration and 
        authentication