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dl-from-scratch

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dl-from-scratch / scripts

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Jul 10

07:55
feat(ml): add GBDT and random forest implementations⁠

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18d624d

Jul 3

07:50
feat: add hyperparameter grid search wrapper

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1b83517

Jul 2

10:03
feat: add CNN vs ViT benchmark script (untrained)

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e8731e3
08:14
refactor: restructure into domain-grounded directories (ml/ cv/ gen/ graph/ rl/ nlp/)

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73526b1
07:07
move: lora/ → nlp/lora/

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e0e8238
06:51
feat: add LoRA (parameter-efficient fine-tuning for GPT)

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2538ecc
06:20
feat: add MobileNet (depthwise separable convolutions)

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a9eb473
03:47
feat: add GCN, DQN, SimCLR, YOLO (4 new models + notebooks)

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32fb2ef

Jul 1

06:29
fix: regenerate notebooks with get_device() from utils.device

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5ebebbb
06:19
refactor: extract device detection to utils/device.py (CUDA→MPS→CPU)

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e9956a9
02:28
feat: add P2+P3 notebooks (basics 9, Word2Vec, LSTM)

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91450f4
02:02
feat: add P1 notebooks for CNN, BERT, ResNet18, ResNet34

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46562e2

Jun 30

14:28
feat: add Jupyter notebooks for GPT, ViT, DCGAN, UNet

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f87a1c4