Samuel Yen-Chi Chen's starred repositories
stable-diffusion
A latent text-to-image diffusion model
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
bilingual_book_maker
Make bilingual epub books Using AI translate
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
decision-transformer
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
torchquantum
A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.
pytorch-rl
Deep Reinforcement Learning with pytorch & visdom
bilingual_book_maker
Make bilingual epub books Using AI translate
torchbeast
A PyTorch Platform for Distributed RL
pytorch-ddpg
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
a3c_continuous
A continuous action space version of A3C LSTM in pytorch plus A3G design
modern-srwm
Official repository for the paper "A Modern Self-Referential Weight Matrix That Learns to Modify Itself" (ICML 2022 & NeurIPS 2021 Deep RL Workshop) and "Accelerating Neural Self-Improvement via Bootstrapping" (ICLR 2023 Workshop)
A3C-Continuous
Tensorflow implementation of the asynchronous advantage actor-critic (a3c) reinforcement learning algorithm for continuous action space
Quantum-LSTM
A PyTorch-based framework for Quantum Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.
rapid-policy-transfer-rl
Rapid Policy Transfer in Reinforcement Learning - Graduation Project