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mkdocs.yml
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site_name: OODEEL
# Set navigation here
nav:
- Home: index.md
- Tutorials:
- "Getting started: Maximum Logit Score on MNIST": pages/getting_started.ipynb
- Important Note On Feature Extractors: pages/feature_extractor_tuto.ipynb
- OOD Baselines (Tensorflow):
- MLS/MSP: notebooks/tensorflow/demo_mls_msp_tf.ipynb
- ODIN: notebooks/tensorflow/demo_odin_tf.ipynb
- DKNN: notebooks/tensorflow/demo_dknn_tf.ipynb
- VIM: notebooks/tensorflow/demo_vim_tf.ipynb
- Energy: notebooks/tensorflow/demo_energy_tf.ipynb
- Entropy: notebooks/tensorflow/demo_entropy_tf.ipynb
- Mahalanobis: notebooks/tensorflow/demo_mahalanobis_tf.ipynb
- React: notebooks/tensorflow/demo_react_tf.ipynb
- Gram: notebooks/tensorflow/demo_gram_tf.ipynb
- GEN: notebooks/tensorflow/demo_gen_tf.ipynb
- RMDS: notebooks/tensorflow/demo_rmds_tf.ipynb
- SHE: notebooks/tensorflow/demo_she_tf.ipynb
- OOD Baselines (Torch):
- MLS/MSP: notebooks/torch/demo_mls_msp_torch.ipynb
- ODIN: notebooks/torch/demo_odin_torch.ipynb
- DKNN: notebooks/torch/demo_dknn_torch.ipynb
- VIM: notebooks/torch/demo_vim_torch.ipynb
- Energy: notebooks/torch/demo_energy_torch.ipynb
- Entropy: notebooks/torch/demo_entropy_torch.ipynb
- Mahalanobis: notebooks/torch/demo_mahalanobis_torch.ipynb
- React: notebooks/torch/demo_react_torch.ipynb
- Gram: notebooks/torch/demo_gram_torch.ipynb
- GEN: notebooks/torch/demo_gen_torch.ipynb
- RMDS: notebooks/torch/demo_rmds_torch.ipynb
- SHE: notebooks/torch/demo_she_torch.ipynb
- Advanced Topics:
- Seamlessly handling torch and tf datasets with DataHandler: pages/datahandler_tuto.md
- Seamlessly handling torch and tf Tensors with Operator: pages/operator_tuto.md
- Implementing your own baseline: pages/implementing_baselines_tuto.ipynb
- API Reference:
- OOD methods: api/methods.md
- Metrics: api/metrics.md
- OOD dataset: api/ooddataset.md
- DataHandlers:
- TFDataHandler: api/tf_datahandler.md
- TorchDataHandler: api/torch_datahandler.md
- Operators:
- TorchOperator: api/torch_operator.md
- TFOperator: api/tf_operator.md
- FeatureExtractors:
- KerasFeatureExtractor: api/keras_feature_extractor.md
- TorchFeatureExtractor: api/torch_feature_extractor.md
- Training tools: api/training_tools.md
- Utils: api/utils.md
- Plots: api/plots.md
- Contributing: CONTRIBUTING.md
theme:
name: "material"
logo: assets/logo.png
favicon: assets/logo.png
palette:
- scheme: default
primary: dark
accent: indigo
toggle:
icon: material/toggle-switch-off-outline
name: Switch to dark mode
- scheme: slate
toggle:
icon: material/toggle-switch
name: Switch to light mode
icon:
repo: fontawesome/brands/github
plugins:
- search
- mkdocstrings
- mkdocs-jupyter:
ignore: ["ignored_notebooks/*"]
ignore_h1_titles: True
include_source: True
markdown_extensions:
- footnotes
- extra
- admonition
- pymdownx.highlight
- pymdownx.superfences
- codehilite
- toc:
baselevel: 1
permalink: true
toc_depth: 1-4
- def_list
- pymdownx.tasklist:
custom_checkbox: true
clickable_checkbox: true
- pymdownx.emoji:
emoji_index: !!python/name:materialx.emoji.twemoji
emoji_generator: !!python/name:materialx.emoji.to_svg
extra_css:
- css/custom.css
- https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.7/katex.min.css
extra_javascript:
- js/custom.js
- https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.7/katex.min.js
- https://cdnjs.cloudflare.com/ajax/libs/KaTeX/0.16.7/contrib/auto-render.min.js
repo_name: "deel-ai/oodeel"
repo_url: "https://github.com/deel-ai/oodeel"