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2022-machine-learning-specialization

吴恩达2022机器学习资料

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

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/

awesome-federated-learning

联邦学习论文与代码汇总帖：FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

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.

awesome-tensorflow

深度学习框架TensorFlow - A curated list of dedicated resources http://tensorflow.org

bayesian-learning-sb-lwta

论文Rethinking Bayesian Learning for Data Analysis: The art of prior and inference in sparsity-aware modeling。Code Implementation for Nonparametric Bayesian Deep Networks with Local Competition

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

cs-mri-gan

论文Structure preserving Compressive Sensing MRI Reconstruction using Generative Adversarial Networks (CVPRW 2020)

csgan

论文Task-Aware Compressed Sensing Using Generative Adversarial Networks (published in AAAI18)

deepmind-research-cs-gan

论文DeepMind ICML- “Deep Compressed Sensing”。This repository contains implementations and illustrative code to accompany DeepMind publications

dense-deep-reinforcement-learning

This repo contains the code for paper "Dense reinforcement learning for safety validation of autonomous vehicles"

examples

Useful RadioML Examples

fdap

[室内定位]FDAP_Efficient_Radio_Map_Reconstruction_Using_Sparse_Signals

fl-bench

Benchmark of federated learning. Dedicated to the community. 联邦学习基准测试

gancs

论文Song Han- Deep GAN for CS MRI reconstruction “Deep Generative。Compressed Sensing MRI based on Deep Generative Adversarial Network

genetic-algorithm-himcm-2016

The program contains Genetic Algorithms to optimize locating method of factories in a delivery system.

intelligent-uav-swarm-cooperation-for-multiple-targets-tracking

code-论文：Intelligent-UAV-swarm-Cooperation-for-Multiple-Targets-Tracking

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😄

keras-rl

基于keras框架的RL算法代码资源：Deep Reinforcement Learning for Keras.

lihang-code

《统计学习方法》的代码实现

linear-algebra-for-everyone

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

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

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.

matlab_gsm

高斯过程，论文Rethinking Bayesian Learning for Data Analysis: The art of prior and inference in sparsity-aware modeling

mimo_ofdm

《MIMO-OFDM无线通信技术及MATLAB实现》随书源码

multivehicleenv

论文：深渊Relative Distributed Formation and Obstacle Avoidance with Multi-agent Reinforcement Learning

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）

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