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* [TensorWatch](https://github.com/microsoft/tensorwatch) - Debugging and visualization tool for machine learning and data science. It extensively leverages Jupyter Notebook to show real-time visualizations of data in running processes such as machine learning training.
* [dowel](https://github.com/rlworkgroup/dowel) - A little logger for machine learning research. Output any object to the terminal, CSV, TensorBoard, text logs on disk, and more with just one call to `logger.log()`.
<a name="python-misc-scripts--ipython-notebooks--codebases"></a>
#### Misc Scripts / iPython Notebooks / Codebases
* [MiniGrad](https://github.com/kennysong/minigrad) – A minimal, educational, Pythonic implementation of autograd (~100 loc).