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annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome icon awesome

Github Trending榜高赞与趣味项目速览。主理人:同济子豪兄

awesome-aitools icon awesome-aitools

Collection of AI-related utilities. Welcome to submit issues and pull requests /收藏AI相关的实用工具,欢迎提交issues 或者pull requests

awesome-fl-1 icon awesome-fl-1

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

awesome-ml4co icon awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

chinese-independent-developer icon chinese-independent-developer

👩🏿‍💻👨🏾‍💻👩🏼‍💻👨🏽‍💻👩🏻‍💻**独立开发者项目列表 -- 分享大家都在做什么

clis-fl icon clis-fl

CLiS-FL is a simulator framework of client selection in FL that handles resource consumption

comboptnet icon comboptnet

Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}

cv icon cv

✔️最全面的 深度学习CV 笔记【吴恩达 深度学习】【李沐 动手学深度学习】【我是土堆 Pytorch】

d2d_a2c icon d2d_a2c

Channel Selection and Power Control for D2D Communication via Online Reinforcement Learning

daily_arxiv icon daily_arxiv

Using GitHub Action to collect paper list with publicly available source code in the daily arxiv

deep-q-networks icon deep-q-networks

Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51

diffusion_channel_est icon diffusion_channel_est

Source code of the Paper "Diffusion-Based Generative Prior for Low-Complexity MIMO Channel Estimation"

dqn icon dqn

Basic DQN implementation

dqn_pytorch icon dqn_pytorch

Vanilla DQN, Double DQN, and Dueling DQN implemented in PyTorch

easy-rl icon easy-rl

强化学习中文教程(蘑菇书),在线阅读地址:https://datawhalechina.github.io/easy-rl/

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