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Visualizing MLP weights
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Classroom Contents
Coding a Neural Network from Scratch in Pure JAX - Machine Learning with JAX - Tutorial 3
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- 1 Intro, structuring the code
- 2 MLP initialization function
- 3 Prediction function
- 4 PyTorch MNIST dataset
- 5 PyTorch data loaders
- 6 Training loop
- 7 Adding the accuracy metric
- 8 Visualize the image and prediction
- 9 Small code refactoring
- 10 Visualizing MLP weights
- 11 Visualizing embeddings using t-SNE
- 12 Analyzing dead neurons
- 13 Outro
