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[P] tbparse: Load tensorboard event logs as pandas DataFrames for scientific plotting; Supports both PyTorch and TensorFlow
Feb. 18, 2022, 5:25 p.m. | /u/j3soon
Machine Learning www.reddit.com
Tensorboard is a nice tool to visualize experiment results. However, it is quite difficult to parse the event logs into raw data for scientific plotting. So, I've created a [PyPI package](https://pypi.org/project/tbparse/) to make the parsing process as simple as possible (2 lines of code) and can be installed from pip: `pip install tbparse`. It supports reading event files generated by PyTorch/TensorFlow/Keras/TensorboardX and can parse most of the event types supported by tensorboard.
The package is open source (https://github.com/j3soon/tbparse) …
dataframes event logs machinelearning pandas pytorch tensorboard tensorflow
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