Shypd.aiThe largest open index of AI toolstraceml is an open-source ML/Data tracking tool that provides visualization, explainability, drift detection, and dashboards for Polyaxon. It helps machine learning engineers and data scientists monitor experiments and model behavior.
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About
traceml is an open-source engine designed for comprehensive ML/Data tracking, visualization, explainability, drift detection, and dashboards, specifically integrated with Polyaxon. It enables machine learning engineers and data scientists to effectively monitor their experiments, visualize key metrics, understand model behavior, and detect data drift. The tool supports offline usage and offers integrations with popular deep learning and machine learning libraries such as Keras, PyTorch, TensorFlow, Fastai, PyTorch Lightning, and HuggingFace. Additionally, traceml provides robust artifact tracking for various chart types (Matplotlib, Bokeh, Altair, Plotly) and detailed DataFrame summaries for data profiling and quality checks.
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Open Source
Free
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