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Swain's Projects

ace icon ace

[AAAI 2023] Official PyTorch implementation of paper "ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency".

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

๐Ÿง‘โ€๐Ÿซ 59 Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐Ÿง 

awesome-rlhf icon awesome-rlhf

A curated list of reinforcement learning with human feedback resources (continually updated)

codemorpheus icon codemorpheus

CodeMorpheus: Generate code self-portraits with one click๏ผˆไธ€้”ฎ็”Ÿๆˆไปฃ็ ่‡ช็”ปๅƒ๏ผŒๅ†ณ็ญ–ๅž‹ AI + ็”Ÿๆˆๅผ AI๏ผ‰

cpu_mips icon cpu_mips

Verilog CPU design for MIPS instructions

d4rl icon d4rl

A collection of reference environments for offline reinforcement learning

dcnpp icon dcnpp

My own implementation for new fast DCN

deblurganv2 icon deblurganv2

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

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