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Commits on Jul 22, 2023

• refactor: remove test_net_performance.py

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• Merge remote-tracking branch 'origin/main'

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• docs: add fully connected neural networks doc

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• refactor: remove useless modules

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• fix(training): use copy.deepcopy to copy best parameters

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• fix(plotlib): add plt.clf

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• feat: train [256, 10] tanh, softmax

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• feat: add multi_hot encoding

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Commits on Jul 18, 2023

• test: add test modules

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• Merge remote-tracking branch 'origin/main'

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• Update README.md

  vtramo

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• add .pyc and .npy extension to .gitignore

  ralphthegod

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• feat(plotlib): add methods to save npy array to file

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Commits on Jul 17, 2023

• refactor(plotlib): improve plotting

  vtramo

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• fix(plotlib): fix savefig

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• feat(plotlib): add load from multiple files

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• refactor(plotlib): improve plots

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Commits on Jul 15, 2023

• refactor: remove Neuron class

  vtramo

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• Merge remote-tracking branch 'origin/main'

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• perf(backprop): add backprop_onecycle

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Commits on Jul 14, 2023

• feat(activations): add tanh

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Commits on Jul 13, 2023

• Merge remote-tracking branch 'origin/main'

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• fix(rprop): use np_deep_zeros_like to zero gradients

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• fix(rprop): use np_deep_zeros_like to zero gradients

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Commits on Jul 12, 2023

• refactor: refactor RProp+

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• feat: add standard RProp

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• refactor(lossess): removed loss fix

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• test

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• fix(kfold): set batch size to train set

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Commits on Jul 11, 2023

• fix(losses): fix possible div by 0 log cross-entropy

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• test

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• update README.md

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• feat(training): add early stopping predicate

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• refactor(training): make all properties of TrainingData optional

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• feat(stopping): add UPStoppingCriterion

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