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mkdocs.yml
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site_name: coral_pytorch
site_url: http://raschka-research-group.github.io/coral_pytorch
site_author: Sebastian Raschka
site_description: coral_pytorch is a package implementing the CORAL PyTorch utilities.
repo_url: https://github.com/raschka-research-group/coral_pytorch
#include_search: true
#theme: yeti
docs_dir: docs
site_favicon: favicon.ico
# install via pip install mkdocs-material
theme: material
markdown_extensions:
- pymdownx.highlight # syntax highlighting
- pymdownx.superfences # syntax highlighting
- tables
- fenced_code
- mdx_math:
enable_dollar_delimiter: True # for use of inline $..$
extra_javascript:
- https://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS_HTML
- mathjaxhelper.js
extra_css:
- extra.css
copyright: Copyright © 2020-2022 <a href="http://sebastianraschka.com">Sebastian Raschka</a>
#google_analytics: ['UA-38457794-3', 'raschka-research-group.github.io/pytorch_coral']
nav:
- Home: index.md
- Tutorials:
- PyTorch Lightning Examples:
- CORAL multilayer perceptron for tabular data (Cement dataset): tutorials/pytorch_lightning/ordinal-coral_cement.md
- CORAL convolutional neural net for image data (MNIST dataset): tutorials/pytorch_lightning/ordinal-coral_mnist.md
- CORN multilayer perceptron for tabular data (Cement dataset): tutorials/pytorch_lightning/ordinal-corn_cement.md
- CORN convolutional neural net for image data (MNIST dataset): tutorials/pytorch_lightning/ordinal-corn_mnist.md
- CORN large language transformer (DistilBERT) for text data (TripAdvisor dataset): tutorials/pytorch_lightning/distilbert-corn-tripadvisor.md
- Pure PyTorch Examples:
- CORAL CNN model for image data (MNIST dataset): tutorials/pure_pytorch/CORAL_mnist.md
- CORAL MLP model for tabular data (Cement dataset): tutorials/pure_pytorch/CORAL_cement.md
- CORN CNN model for image data (MNIST dataset): tutorials/pure_pytorch/CORN_mnist.md
- CORN MLP model for tabular data (Cement dataset): tutorials/pure_pytorch/CORN_cement.md
- API:
- coral_pytorch.dataset: api_subpackages/coral_pytorch.dataset.md
- coral_pytorch.layers: api_subpackages/coral_pytorch.layers.md
- coral_pytorch.losses: api_subpackages/coral_pytorch.losses.md
- Installation: installation.md
- Changelog: CHANGELOG.md
- Citing: citing.md
- License: license.md