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Antoine Toubhans

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Flexible ML Experiment Tracking System for Python Coders with DVC and St...PyCon US 20222022-04-27
Builds a reproducible Python ML tracking stack that actually wires DVC to Git and Streamlit, trains a TensorFlow cat-vs-dog model on ~3,000 images, and…
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Flexible ML Experiment Tracking System for Python Coders with DVC and StreamlitPyCon DE & PyData Berlin 20222022-04-11
Claim: combine GIT plus DVC experiments via git refs and streamlit UI to load past experiment artifacts to get a lightweight, reproducible experiment tracker…
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