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21fcs390z

Code for CS 390Z (Introduction to Data Mining), Fall 2021

955.wlb

955 不加班的公司名单 - 工作 955，work–life balance (工作与生活的平衡)

admm

examples/code for the alternating direction method of multipliers (ADMM)

awesome-federated-learning-1

A collection of research papers categorized into broad topics in federated learning.

awesome-python-cn

Python资源大全中文版，包括：Web框架、网络爬虫、模板引擎、数据库、数据可视化、图片处理等，由「开源前哨」和「Python开发者」微信公号团队维护更新。

benders-decomposition-using-matlab

Matlab Package of classical benders decomposition method, generalized benders decomposition method and multi-cut generalized benders decomposition method.

best-of-machine-learning-resources

A repository for sharing best of resources for learning the current state of the art in machine learning. Join our Facebook group:

blockchain-papers

A curated list of academic blockchain-related papers

blockchain_conference_paper

The existed blockchain-related academic papers. All papers are sorted according the conference and publihed year.

book-resource-allocation

Simulation code for the book “Optimal Resource Allocation in Coordinated Multi-Cell Systems” by Emil Björnson and Eduard Jorswieck, Foundations and Trends in Communications and Information Theory, vol. 9, no. 2-3, pp. 113-381, 2013

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

cooperative-caching-in-vec-based-on-asynchronous-fl-and-drl

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cvx_short_course

Materials for a short course on convex optimization.

cvxpy

A Python-embedded modeling language for convex optimization problems.

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。

data_mining

《Python数据挖掘入门与实践》 代码，数据以及教程

ddlo

Distributed Deep Learning-based Offloading for Mobile Edge Computing Networks

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep-reinforcement-learning-for-5g-networks

Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Paper accepted for publication to IEEE Transactions on Communications.

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

deep-reinforcement-learning-in-stock-trading

Using deep actor-critic model to learn best strategies in pair trading

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deep-reinforcement-learning-with-pytorch-1

Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

droo

Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks

easyvolcap

[SIGGRAPH Asia 2023 (Technical Communications)] EasyVolcap: Accelerating Neural Volumetric Video Research

edge-caching-based-on-multi-agent-deep-reinforcement-learning-and-federated-learning

ego-planner