peterchen1457's repositories
FL-bench
Benchmark of federated learning. Dedicated to the community. 联邦学习基准测试
java-
一份通俗易懂、风趣幽默的Java学习指南，内容涵盖Java基础、Java并发编程、Java虚拟机、Java企业级开发、Java面试等核心知识点。学Java，就认准二哥的Java进阶之路😄
pykan
Kolmogorov Arnold Networks
FDAP
[室内定位]FDAP_Efficient_Radio_Map_Reconstruction_Using_Sparse_Signals
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, ... 🧠
Approaching-Almost-Any-Machine-Learning-Problem-
Approaching (Almost) Any Machine Learning Problem中译版，在线文档地址：https://ytzfhqs.github.io/AAAMLP-CN/
Linear-Algebra-for-Everyone
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
RIS-Codes-Collection
RIS-Codes-Collection: A Complete Collection contains the Codes for RIS(IRS) Papers.
ChatPaper
Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复
Satellite-Open-Source
This is the repository for the collection of open source code and data for satellite communication.卫星通信论文与代码
OpenCommLab_ISAC_RIS_edge-computing_UAV-comm-network
This is the repository for collecting and summarizing open-source datasets and tools for communication networks.包括ISAC、RIS、edge-computing、UAV-comm-network的论文与代码，推荐阅读
2022-Machine-Learning-Specialization
吴恩达2022机器学习资料
Must-Reading-on-ISAC
Must Reading Papers, Research Library, Open-Source Code on Integrated Sensing and Communications (aka. Joint Radar and Communications, Joint Sensing and Communications, Dual-Functional Radar Communications)必读论文，研究图书馆，集成传感和通信开源代码（又名。联合雷达与通信、联合传感与通信、双功能雷达通信）
sparseml
用于将稀疏配方应用于神经网络的库，只需几行代码，即可实现更快、更小的模型。Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
awesome-machine-learning
AI技术（机器学习，深度学习）大杂烩：A curated list of awesome Machine Learning frameworks, libraries and software.
MARL-Papers
MARL的文献：Paper list of multi-agent reinforcement learning (MARL)
MathWorks-Excellence-in-Innovation
MATLAB官方Github资源库：Capstone and senior design project ideas for undergraduate and graduate students to gain practical experience and insight into technology trends and industry directions.
deepmind-research-cs-gan
论文DeepMind ICML- “Deep Compressed Sensing”。This repository contains implementations and illustrative code to accompany DeepMind publications
rl-book
肖智清著，《强化学习：原理与python实现》代码：Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
Paper-with-Code-of-Wireless-communication-Based-on-DL
无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL
tensorforce
一个基于tensorflow框架的RL算法和库代码资源：Tensorforce: a TensorFlow library for applied reinforcement learning
Approaching-Almost-Any-Machine-Learning-Problem
Approaching (Almost) Any Machine Learning Problem
Dense-Deep-Reinforcement-Learning
This repo contains the code for paper "Dense reinforcement learning for safety validation of autonomous vehicles"
Reproducible-Deep-Compressive-Sensing
可重现的基于深度学习的压缩感知Collection of reproducible deep learning for compressive sensing
Reproducible-Bayesian-Tensor-Matrix-Machine-Learning-SOTA
贝叶斯张量分解：Reproducible-Bayesian-Tensor-Machine-Learning-SOTA
Position-Beam-Prediction
论文Position-aided Beam Prediction in the Real World: How Useful GPS Locations Actually
awesome-tensorflow
深度学习框架TensorFlow - A curated list of dedicated resources http://tensorflow.org
keras-rl
基于keras框架的RL算法代码资源：Deep Reinforcement Learning for Keras.
Machine-Learning-Based-Integrated-Wireless-Sensing-and-Positioning-for-Cellular-Network
code-论文：Machine Learning-Based Integrated Wireless Sensing and Positioning for Cellular Network
TensorFlow-Examples
例子TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)