Repository Index

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

• pytorch
• gan
• deep-learning
• super-resolution

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

• esrgan
• pytorch
• real-esrgan
• super-resolution

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

• reinforcement-learning
• reinforcement-learning-algorithms
• machine-learning
• gym

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

• wandb
• reinforcement-learning
• pytorch
• python

Scalable and user friendly neural :brain: forecasting algorithms.

• deep-learning
• forecasting
• esrnn
• nbeats

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

• quantum
• machine-learning
• deep-learning
• neural-network

A toolkit for reproducible reinforcement learning research.

• rl-algorithms
• reproducibility
• pytorch
• tensorflow

Panoptic segmentation algorithms for 2D and 3D electron microscopy images

• deep-learning
• semantic-segmentation
• segmentation
• pytorch