├── README.md ├── ch01 ├── 01-ndarray.py ├── 02-pandas.py ├── 03-linear-algebra.py ├── 04-calculus.py └── 05-autograd.py ├── ch02 ├── 01-linear-regression.py ├── 02-linear-regression-scratch.py ├── 03-softmax-linear-regression-scratch.py └── 04-softmax-linear-regression-concise.py ├── ch03 ├── 01-mlp.py ├── 02-mlp-from-zero.py ├── 03-mlp-simple.py ├── 04-underfit-overfit.py ├── 05-weight-decay-simple.py ├── 05-weight-decay.py ├── 06-dropout-simple.py ├── 06-dropout.py └── 10-kaggle-house-price.py ├── ch04 ├── 01-model-construction.py ├── 02-parameters.py ├── 03-custom-layer.py └── 04-read-write.py ├── ch05 ├── 02-conv-layer.py ├── 03-padding-and-strides.py └── 04-channels.py ├── d2lutil ├── __init__.py └── common.py ├── data └── house_tiny.csv ├── doc └── ch01.md └── requirements.txt /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Miraclelucy/dive_into_deep_learning/HEAD/README.md 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