Port_to_Pytorch
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Notebook 8b -
section 1.1: A bit about Keras? -> A bit about Pytorch? -
Intro to layers etc in Pytorch and how to build a simple feed-forward network -
Reproduce XOR example in Pytorch -
Make sure that the output is compatible with the decision boundary routine -
How to use scikit functions with Pytorch models.e.g. wrappers similar to KerasRegressor/Classifier -
Find hyperoptimization optimization libraries for Pytorch similar to keras-tuner for tensorflow models -
create Pytorch solutions for exercises -
MNIST with Pytorch -
Adding regularization in Pytorch models -
Callbacks in Pytorch -
Pytorch "Board"??
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Notebook 8c -
CNNs in Pytorch -
Availibility of compatible datasets in Pytorch and replace solutions -
Pytorch: model creation hierarchy e.g. Sequential -> functional -> sub-classing in tensorflow -
Create a toy resnet in Pytorch
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Notebook 8d -
Using predefined models in Pytorch. Where to get them? -
Replace or get Panda (animal) example working -
Transfer learning in Pytorch with examples -
Recreate and run the histopathology example with Pytorch: compare results with tensorflow -
DataAugmentation possibilites/syntax in Pytorch -
Tensorflow Hub -> Pytorch "Hub"?
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Notebook 8e -
Convert IMDB reviews example to Pytorch -
Find a replacement for https://keras.io/examples/vision/video_classification/ example
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