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Co-Authored-By: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: J. Borovec <jirka.borovec@seznam.cz>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2020-03-20 20:49:01 +01:00

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.. PyTorch-Lightning documentation master file, created by
sphinx-quickstart on Fri Nov 15 07:48:22 2019.
You can adapt this file completely to your liking, but it should at least
contain the root `toctree` directive.
PyTorch Lightning Documentation
===============================
.. toctree::
:maxdepth: 1
:name: start
:caption: Start Here
new-project
introduction_guide
.. toctree::
:maxdepth: 2
:name: docs
:caption: Python API
callbacks
hooks
lightning-module
loggers
trainer
.. toctree::
:maxdepth: 1
:name: Community Examples
:caption: Community Examples
Contextual Emotion Detection (DoubleDistilBert) <https://github.com/PyTorchLightning/emotion_transformer>
Generative Adversarial Network <https://colab.research.google.com/drive/1F_RNcHzTfFuQf-LeKvSlud6x7jXYkG31#scrollTo=TyYOdg8g77P0>
Hyperparameter optimization with Optuna <https://github.com/optuna/optuna/blob/master/examples/pytorch_lightning_simple.py>
Image Inpainting using Partial Convolutions <https://github.com/ryanwongsa/Image-Inpainting>
MNIST on TPU <https://colab.research.google.com/drive/1-_LKx4HwAxl5M6xPJmqAAu444LTDQoa3#scrollTo=BHBz1_AnamN_>
NER (transformers, TPU) <https://colab.research.google.com/drive/1dBN-wwYUngLYVt985wGs_OKPlK_ANB9D>
NeuralTexture (CVPR) <https://github.com/PyTorchLightning/neuraltexture>
Recurrent Attentive Neural Process <https://github.com/PyTorchLightning/attentive-neural-processes>
Siamese Nets for One-shot Image Recognition <https://github.com/PyTorchLightning/Siamese-Neural-Networks>
Speech Transformers <https://github.com/PyTorchLightning/speech-transformer-pytorch_lightning>
Transformers transfer learning (Huggingface) <https://colab.research.google.com/drive/1F_RNcHzTfFuQf-LeKvSlud6x7jXYkG31#scrollTo=yr7eaxkF-djf>
Transformers text classification <https://github.com/ricardorei/lightning-text-classification>
VAE Library of over 18+ VAE flavors <https://github.com/AntixK/PyTorch-VAE>
.. toctree::
:maxdepth: 1
:name: Tutorials
:caption: Tutorials
From PyTorch to PyTorch Lightning <https://towardsdatascience.com/from-pytorch-to-pytorch-lightning-a-gentle-introduction-b371b7caaf09>
.. toctree::
:maxdepth: 1
:name: Common Use Cases
:caption: Common Use Cases
apex
slurm
child_modules
debugging
experiment_logging
experiment_reporting
early_stopping
fast_training
hooks
hyperparameters
multi_gpu
weights_loading
optimizers
profiler
single_gpu
sequences
training_tricks
transfer_learning
tpu
test_set
.. toctree::
:maxdepth: 1
:name: community
:caption: Community
CODE_OF_CONDUCT.md
CONTRIBUTING.md
BECOMING_A_CORE_CONTRIBUTOR.md
PULL_REQUEST_TEMPLATE.md
governance.md
Indices and tables
------------------
* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`
.. This is here to make sphinx aware of the modules but not throw an error/warning
.. toctree::
:hidden:
pytorch_lightning.core
pytorch_lightning.callbacks
pytorch_lightning.loggers
pytorch_lightning.overrides
pytorch_lightning.profiler
pytorch_lightning.trainer
pytorch_lightning.utilities