Community Examples

• Lightning Bolts: Deep Learning components for extending PyTorch Lightning.

• Lightning Flash: Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes.

• Contextual Emotion Detection (DoubleDistilBert)

• Cotatron: Transcription-Guided Speech Encoder

• FasterRCNN object detection + Hydra

• Image Inpainting using Partial Convolutions

• MNIST on TPU

• NER (transformers, TPU)

• NeuralTexture (CVPR)

• Recurrent Attentive Neural Process

• Siamese Nets for One-shot Image Recognition

• Speech Transformers

• Transformers transfer learning (Huggingface)

• Transformers text classification

• VAE Library of over 18+ VAE flavors

• Transformers Question Answering (SQuAD)

• Atlas: End-to-End 3D Scene Reconstruction from Posed Images

• Self-Supervised Representation Learning (MoCo and BYOL)

• PyTorch-Forecasting: Time series forecasting package

• Transformers masked language modeling

• PyTorch Geometric examples with PyTorch Lightning and Hydra

• PyTorch Tabular: Deep learning with tabular data

• Asteroid: An audio source separation toolkit for researchers

PyTorch Ecosystem Examples

• PyTorch Geometric: Deep learning on graphs and other irregular structures.

• TorchIO, MONAI and Lightning for 3D medical image segmentation.