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dl-from-scratch

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dl-from-scratch

1.24 MB

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History: 56 commits

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feat(ml): add GBDT and random forest implementations

18d624d unverified about 2 months ago

cv
feat: add CV inference demos (vit/demo.py, unet/demo.py, yolo/demo.py) about 2 months ago
gen
refactor: restructure into domain-grounded directories (ml/ cv/ gen/ graph/ rl/ nlp/) about 2 months ago
graph
refactor: restructure into domain-grounded directories (ml/ cv/ gen/ graph/ rl/ nlp/) about 2 months ago
ml
feat(ml): add GBDT and random forest implementations about 2 months ago
nlp
refactor: restructure into domain-grounded directories (ml/ cv/ gen/ graph/ rl/ nlp/) about 2 months ago
rl
refactor: restructure into domain-grounded directories (ml/ cv/ gen/ graph/ rl/ nlp/) about 2 months ago
scripts
feat(ml): add GBDT and random forest implementations about 2 months ago
utils
refactor: extract device detection to utils/device.py (CUDA→MPS→CPU) about 2 months ago
.gitattributes

0 Bytes
chore: stop tracking model weights (.pt .npz) in git 2 months ago
.gitignore

542 Bytes
feat: add hyperparameter grid search wrapper about 2 months ago
.python-version

5 Bytes
feat: ResNet18 CelebA attribute classification 2 months ago
README.md

24.7 kB
feat(ml): add GBDT and random forest implementations about 2 months ago
ROADMAP.md

1.9 kB
feat(ml): add GBDT and random forest implementations about 2 months ago
main.py

93 Bytes
feat: ResNet18 CelebA attribute classification 2 months ago
pyproject.toml

441 Bytes
feat: add GCN, DQN, SimCLR, YOLO (4 new models + notebooks) about 2 months ago
uv.lock

593 kB
feat: add GCN, DQN, SimCLR, YOLO (4 new models + notebooks) about 2 months ago