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It generates insightful scatter plots with annotations to aid in understanding and analyzing your training progress.\n\n## Features\n\n- Creates a line out of average entropy losses along with scatter plots that display entropy loss over single training iterations. Useful for tracking per-iteration scatter and underlying model trends during training / fine-tuning.\n- Annotations for minimum and maximum loss values as well as per-iteration scatter.\n- Indication of the latest iteration number and average loss value.\n- Overlay warnings in case of missing or outdated data.\n- Customizable to suit various types of iteration data, suitable for all kinds of visualization purposes.\n- Intended to visualize entropy losses as effectively as possible (min/max lines, median, per-iteration scatter etc).\n\n## Usage\n\n1. Clone this repository to your local machine:\n```\ngit clone https://github.com/FlyingFathead/neurograph-framework/\n```\n2. Navigate to the cloned directory:\n```\ncd neurograph-framework/\n```\n3. Install the PyPi requirements with `pip install -r requirements.txt`\n\n(or, make sure you have these installed):\n```\nmatplotlib\u003e=3.5.1\nPillow\u003e=9.1.0\nnumpy\u003e=1.23.5\n```\n\n4. Run the audit_subprocess.py script to start visualizing your neural network training data:\n```\npython audit_subprocess.py setname logs_directory\n```\n\nThe plotter graphs are updated every 20 seconds by default.\n\nHappy training and analyzing with neurograph-framework! 📊🧠\n\n## About\n\nA terminal-based version of the framework (i.e. for headless training setups): [neurograph](https://github.com/FlyingFathead/neurograph/)\n\nMy other projects are at: [github.com/FlyingFathead/](https://github.com/FlyingFathead/)\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fflyingfathead%2Fneurograph-framework","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fflyingfathead%2Fneurograph-framework","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fflyingfathead%2Fneurograph-framework/lists"}