debugNNwithWandB

Contain notebooks to showcase various aspects mentioned.

Notebook Name	W&B Run/Project Page
MNIST_pytorch_wandb_Overfit_Small.ipynb	overfitsmall
MNIST_pytorch_wandb_LRFinder.ipynb	lrfinder-1, lrfinder-2, lfinder-3, lrfinder-4, lrfinder-5, lrfinder-6
MNIST_pytorch_wandb_Vanishing_Gradient.ipynb	Vanishing_Grad_1, VG_Converge, VG_solved_Relu
MNIST_pytorch_wandb_Exploding_Gradient.ipynb	Explode_Bad_Wt
Pytorch_wandb_Exploding_Gradient_NaN.ipynb	after_nan
Cifar10_pytorch_wandb_Wt_Init.ipynb	run_without_wt, run_with_wt
Cifar10_pytorch_wandb_Dropout_BN.ipynb	base_model, dropout_model, batch_norm, bn_drop

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Name		Name	Last commit message	Last commit date
Latest commit History 19 Commits
Cifar10_pytorch_wandb_Dropout_BN.ipynb		Cifar10_pytorch_wandb_Dropout_BN.ipynb
Cifar10_pytorch_wandb_Wt_Init.ipynb		Cifar10_pytorch_wandb_Wt_Init.ipynb
LICENSE		LICENSE
MNIST_pytorch_wandb.ipynb		MNIST_pytorch_wandb.ipynb
MNIST_pytorch_wandb_Exploding_Gradient.ipynb		MNIST_pytorch_wandb_Exploding_Gradient.ipynb
MNIST_pytorch_wandb_LRFinder.ipynb		MNIST_pytorch_wandb_LRFinder.ipynb
MNIST_pytorch_wandb_Overfit_Small.ipynb		MNIST_pytorch_wandb_Overfit_Small.ipynb
MNIST_pytorch_wandb_Vanishing_Gradient.ipynb		MNIST_pytorch_wandb_Vanishing_Gradient.ipynb
Pytorch_wandb_Exploding_Gradient_NaN.ipynb		Pytorch_wandb_Exploding_Gradient_NaN.ipynb
README.md		README.md