A collection of standalone useful codes for ML project.
Right now it includes:
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pytorch_project_template - template for a ML project based on pytorch. Last updated 06.2019
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keras_project_template - template for a ML project based on keras. Last updated 04.2018.
Tensorflow 2.0 keras template with eager mode and custom training loop.
Not maintained anymore, but kept for reference:
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pytoune_project_template - template for a pytorch (using new featuers of vegab). Last updated 08.2018.
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vegab - wrapper for scripts. Last updated 08.2018. New in vegab:
- Elegant json/dict parsing
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job_pool - extends functionality of map
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visdom_plotter - easy plotting of script results to visdom