Popular GitHub Repositories for Pytorchlightning

PyTorch (and PyTorch Lightning) implementation of Neural Style Transfer, Pix2Pix, CycleGAN, and Deep Dream!

Serving model through api. FastApi + PytorchLightning

torch tutorial and paper implementation mainly about NLP

A deep learning framework for a more agile development process

4th Place solution for SenNet + HOA - Hacking the Human Vasculature in 3D competition

Google MT5 models (transformers) for everything that is input-output NLP using @PyTorchLightning, @HuggingFace and @Streamlit.

We use the Titanic dataset to implement machine learning and deep learning. Preprocessing data, visualizing, building models, and ensembling are practiced in the ML section; PyTorch basics, PyTorchLightning framework, and RayTune hyperparameter-tuning are in the DL section.

A PytorchLightning implementation of mel-spectrogram vocoder using WaveNet.

Assignments on building feed forward neural networks, neural networks Keras and Numpy, MLOps using XGBoost, Tensorflow, image classification using PyTorchLightning

All code used in my Master's Thesis: Stolen Attention in Transformers. Includes a PyTorchLightning implementation of a transformer and relevant training scripts. Checkpoints and data sources not included.