.. 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>