MelonTree123

Bert-Chinese-Text-Classification-Pytorch

使用Bert／ERNIE进行中文短文本分类(附数据集)

ReinforcementLearning_UserIncentivizationForBikeshareRebalancing

Codebase for my thesis "Rebalancing Shared Mobility Systems By User Incentive Scheme via Reinforcement Learning"

DRL-Networking

Research on incentive mechanism design in mobile crowdsensing and mobile edge computing by deep reinforcement learning approaches.

MARLspectrumSharingV2X

Spectrum sharing in vehicular networks based on multi-agent reinforcement learning, IEEE Journal on Selected Areas in Communications

Deep-Reinforcement-Learning-for-Dynamic-Spectrum-Access

Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication

Stackelberg

Stackelberg pricing games as the leader under imperfect information

Stackelberg-Game-Theory-Based-Optimization-Model-

This is the code provided to support the paper of "Stackelberg Game Theory Based Optimization Model for the Design of Payment Mechanism in Performance-Based PPPs"

AlgorithmsByPython

算法/数据结构/Python/剑指offer/机器学习/leetcode

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

BatchCrypt

SecMML

SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.

ScoreCardModel

Score card model for Credit Scoring System.

2016CCF_StateGrid_UserProfile

1st Place Solution for【2016CCF大数据竞赛 客户画像赛题（用户画像）】

LearnPython

以撸代码的形式学习Python

FATE

An Industrial Grade Federated Learning Framework

non-iid-dataset-for-personalized-federated-learning

Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective".

Amazing-Brick-DFS-and-DRL

用 深度优先搜索 DFS 与 深度强化学习 DRL 分别自动控制 amazing brick 小游戏

Algorithms_MathModels

【国赛】【美赛】数学建模相关算法 MATLAB实现（2018年初整理）

AAAI18-code

The code of AAAI18 paper "Learning Structured Representation for Text Classification via Reinforcement Learning".

Double-Deep-Q-Learning-for-Resource-Allocation

Reproduce results of the research article "Deep Reinforcement Learning Based Resource Allocation for V2V Communications"

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Device-to-device

服务D2D、V2V仿真

machine-learning-diff-private-federated-learning

Simulate a federated setting and run differentially private federated learning.

DQN

Reinforcement Learning for finance

classsed-react-firebase-client

evernote-clone

RecommendSystemPractice

《推荐系统实践》代码实现

differential-privacy-library

Diffprivlib: The IBM Differential Privacy Library

Tensorflow-Tutorial

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学