microsoft/tensorwatch
A debugging and visualization tool for machine learning training from Microsoft Research.
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TensorWatch provides real-time visualizations and monitoring for data science and deep learning model training in Jupyter notebooks. It supports lazy logging mode for querying live training processes and offers extensible custom visualizations and dashboards. The tool works with PyTorch and TensorFlow and is designed specifically for debugging machine learning training workflows.
Frequently asked
- What is microsoft/tensorwatch?
- A debugging and visualization tool for machine learning training from Microsoft Research.
- Is tensorwatch open source?
- Yes — microsoft/tensorwatch is open source, released under the MIT license.
- What language is tensorwatch written in?
- microsoft/tensorwatch is primarily written in Jupyter Notebook.
- How popular is tensorwatch?
- microsoft/tensorwatch has 3.5k stars on GitHub.
- Where can I find tensorwatch?
- microsoft/tensorwatch is on GitHub at https://github.com/microsoft/tensorwatch.