d2l-ai/d2l-zh-pytorch-slides
This repo contains generated notebook slides. To open it locally, we suggest you to install the rise extension.
You can also preview them in nbviwer:
- chapter_preliminaries/ndarray.ipynb
- chapter_preliminaries/pandas.ipynb
- chapter_preliminaries/linear-algebra.ipynb
- chapter_preliminaries/calculus.ipynb
- chapter_preliminaries/autograd.ipynb
- chapter_preliminaries/lookup-api.ipynb
- chapter_linear-networks/linear-regression.ipynb
- chapter_linear-networks/linear-regression-scratch.ipynb
- chapter_linear-networks/linear-regression-concise.ipynb
- chapter_linear-networks/image-classification-dataset.ipynb
- chapter_linear-networks/softmax-regression-scratch.ipynb
- chapter_linear-networks/softmax-regression-concise.ipynb
- chapter_multilayer-perceptrons/mlp.ipynb
- chapter_multilayer-perceptrons/mlp-scratch.ipynb
- chapter_multilayer-perceptrons/mlp-concise.ipynb
- chapter_multilayer-perceptrons/underfit-overfit.ipynb
- chapter_multilayer-perceptrons/weight-decay.ipynb
- chapter_multilayer-perceptrons/dropout.ipynb
- chapter_multilayer-perceptrons/numerical-stability-and-init.ipynb