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basavyr / ml-playground Public

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Feature/grads#4

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basavyr wants to merge 14 commits intomainbasavyr/ml-playground:mainfrom

feature/gradsbasavyr/ml-playground:feature/gradsCopy head branch name to clipboard

Conversation Commits14 (14)Checks Files changed

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Feature/grads#4
basavyr wants to merge 14 commits intomainfrom
feature/grads

Commits

Commits on Oct 13, 2024

add initial model and its config
basavyr
committed
add mnist training and eval data
basavyr
committed
add train and eval methods
basavyr
committed
add hash to the model config
basavyr
committed
return accuracy in eval
basavyr
committed
save model checkout after training
basavyr
committed

Commits on Oct 24, 2024

use SGD instead of Adam
basavyr
committed
add adam optimizer as optional
basavyr
committed
move `fc0` and `fc1` into `_init_linear_layers`
basavyr
committed

Commits on Oct 27, 2024

add cifar100
basavyr
committed
add maxpool and batchnorm
basavyr
committed
use a model for every data type
basavyr
committed
add method to collect all model grads
basavyr
committed
add grad plotter
basavyr
committed

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