PyTorch Tutorial 16 - How To Use The TensorBoard
New Tutorial series about Deep Learning with PyTorch!
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In this part we will learn about the TensorBoard and how we can use it to visualize and analyze our models. TensorBoard is a visualization toolkit that provides the visualization and tooling needed for machine learning experimentation:
We will learn:
- How to install and use the TensorBoard in Pytorch
- How to add images
- How to add a model graph
- How to visualize loss and accuracy during training
- How to plot precision-recall curves
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Part 16: How To Use The TensorBoard
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Official website:
https://pytorch.org/
Part 01:
https://youtu.be/EMXfZB8FVUA
Further Readings:
https://www.tensorflow.org/tensorboard
https://pytorch.org/docs/stable/tensorboard.html
https://machinelearningmastery.com/roc-curves-and-precision-recall-curves-for-classification-in-python/
Code for this tutorial series:
https://github.com/patrickloeber/pytorchTutorial
You can find me here:
Website: https://www.python-engineer.com
Twitter: https://twitter.com/patloeber
GitHub: https://github.com/patrickloeber
#Python #DeepLearning #Pytorch
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