Popular GitHub Repositories for Hydra

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ???

Flexible components pairing ? Transformers with :zap: Pytorch Lightning

A library for ready-made reinforcement learning agents and reusable components for neat prototyping

Flexible and scalable template based on PyTorch Lightning + Hydra. Efficient workflow and reproducibility for rapid ML experiments.

My repo for training neural nets using pytorch-lightning and hydra

KUIELAB-MDX-Net got the 2nd place on the Leaderboard A and the 3rd place on the Leaderboard B in the MDX-Challenge ISMIR 2021

Deep Learning project template for PyTorch (multi-gpu training is supported)

? Human head semantic segmentation

Generative models (GAN, VAE, Diffusion Models, Autoregressive Models) implemented with Pytorch, Pytorch_lightning and hydra.

PyTorch-Lightning Library for Neural News Recommendation

Quadra: Effortless and reproducible deep learning workflows with configuration files.

:dart: Deep Learning Framework for Image Classification & Regression in Pytorch for Fast Experiments

Modular and extensible speech recognition library leveraging pytorch-lightning and hydra.

A cloud-agnostic ML Platform that will enable Data Scientists to run multiple experiments, perform hyper parameter optimization, evaluate results and serve models (batch/realtime) while still maintaining a uniform development UX across cloud environments

GAN models implemented with Pytorch Lightning and Hydra configuration

Speech to Phoneme, Bandwidth Extension and Speaker Verification using the Vibravox dataset.

cardiAc ultrasound Segmentation & Color-dopplEr dealiasiNg Toolbox (ASCENT)

Benchmarking GNNs with PyTorch Lightning: Open Graph Benchmarks and image classification from superpixels

neural network based speaker embedder

PyTorch Lightning + Hydra + MLFlow - Deep learning template