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ThomasHartDev
ml-from-scratch
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feat: Add tiny char-level GPT that learns toy sequences (#11)
CI
#26:
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feat: Add Tiny Char-Level GPT That Learns Toy Sequences
CI
#25:
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thomas/feat/tiny-gpt
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feat: Add minimal transformer block with multi-head attention (#10)
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feat: Add minimal transformer block with multi-head attention
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thomas/feat/transformer-block
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feat: Add scaled dot-product self-attention, single head (#9)
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feat: Add scaled dot-product self-attention, single head
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thomas/feat/attention
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feat: Add skip-gram word embeddings with nearest-neighbor demo (#7)
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chore: trim redundant comments
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chore: strip verbose AI comments, keep only short WHYs
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feat: Add Tiny Char-Level GPT That Learns Toy Sequences
CI
#17:
Pull request
#11
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thomas/feat/tiny-gpt
thomas/feat/tiny-gpt
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feat: Add scaled dot-product self-attention, single head
CI
#16:
Pull request
#9
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thomas/feat/attention
thomas/feat/attention
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feat: Add skip-gram word embeddings with nearest-neighbor demo
CI
#15:
Pull request
#7
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thomas/feat/embeddings
thomas/feat/embeddings
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feat: Add SGD, Momentum, and Adam with same-net comparison (#6)
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feat: Add SGD, Momentum, and Adam with same-net comparison
CI
#13:
Pull request
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thomas/feat/optimizers
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feat: Add activation functions and Xavier/He weight init (#5)
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feat: Add activation functions and Xavier/He weight init
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#11:
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#5
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thomas/feat/activations-init
thomas/feat/activations-init
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feat: Add MLP with hand-derived backprop on toy datasets (#4)
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feat: Add MLP with hand-derived backprop on toy datasets
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#9:
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#4
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thomas/feat/mlp-backprop
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feat: add logistic regression with cross-entropy loss and decision bo…
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Logistic regression + cross-entropy loss
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#7:
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thomas/feat/logistic-regression
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feat: add linear regression via normal equation and SGD (#2)
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Linear regression: normal equation vs SGD
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thomas/feat/linear-regression
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Scalar reverse-mode autograd engine + SGD (#1)
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Scalar reverse-mode autograd engine + SGD
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thomas/feat/gradient-descent
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Scalar reverse-mode autograd engine + SGD
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#2:
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#1
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thomas/feat/gradient-descent
thomas/feat/gradient-descent
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