.. toctree::
:maxdepth: 2
:caption: Implementation
notebooks/logistic_regression_from_scratch
notebooks/nn_from_scratch
notebooks/transformers/explore
notebooks/autograd
.. toctree::
:maxdepth: 2
:caption: Architecture Components
notebooks/architecture
notebooks/layer
notebooks/activationfunc
notebooks/loss
notebooks/optimizationalgo
.. toctree::
:maxdepth: 2
:caption: pytorch
notebooks/pytorch/basic
notebooks/pytorch/tensor
notebooks/pytorch/autograd
.. toctree::
:maxdepth: 2
:caption: Intuition
notebooks/log_e
notebooks/regression_understanding
notebooks/classification_understanding
.. toctree::
:maxdepth: 2
:caption: Types
.. notebooks/rnn
.. notebooks/autoencoder/basic
.. notebooks/som
.. toctree::
:maxdepth: 1
:caption: Additional Docs
ML Guide Book <https://mlguidebook.com>
Reco Guide Book <https://reco.mlguidebook.com>
NLP Guide Book <https://nlp.mlguidebook.com>
Python Guide Book <https://python.mlguidebook.com>
mightypy <https://mightypy.readthedocs.io/>
graphpkg <https://graphpkg.readthedocs.io/>