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Commits on Aug 10, 2024

• added notes from lec 2 cs224n

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Commits on Aug 3, 2024

• notes on RL

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Commits on Aug 2, 2024

• updated notes with lecture 1 complete

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Commits on Jul 29, 2024

• added notes for lecture 1 of cs224n

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Commits on Jul 24, 2024

• added notes on metrics

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Commits on Jul 20, 2024

• added notes on positional embeddings

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• added notes on tokenization

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Commits on Jul 16, 2024

• added notes about deep Q learning

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• added fundamentals of DL notes

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• added lecture 9 notes

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Commits on Jul 14, 2024

• updated notes on nn interpetability -- cs230

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Commits on Jul 10, 2024

• added cross validation

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Commits on Jul 5, 2024

• added cs230 notes

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Commits on Jul 3, 2024

• implemented residual block

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• notes on chapter 5

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Commits on Jun 27, 2024

• basic implementation of self attention

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Commits on Jun 25, 2024

• refactored directory

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• added updated notes on book for DL

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• elastic net regularization code

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• added notes on optimizers & regularization

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• updated readme

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• l2 regularization

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• explain of l1 regularization

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Commits on Jun 23, 2024

• logistic regression!

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Commits on Jun 10, 2024

• added flatten layer

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Commits on Jun 9, 2024

• implemented pooling layers

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• coded convolutional layer

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Commits on Jun 8, 2024

• created readme

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• created a fully connected layer

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• made a neural network skeleton

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• annotated backprop notes

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• implementation of back prop frm scratch

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Commits on May 31, 2024

• added notes

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Commits on May 30, 2024

• added old notes

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• implemented cross entropy for multiple classes

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