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2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
Backgammon Game and RL Agents (based on TDGammon)
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Simple Reinforcement learning example, based on the Q-function.
TrafficSenseMSD is an open-source traffic light performance tuning and optimization tool.
《动手学深度学习》,英文版即伯克利深度学习(STAT 157,2019春)教材。面向中文读者、能运行、可讨论。
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize the traffic efficiency.
MIT DeepTraffic top 2% solution (75.01 mph) 🚗.
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,近30万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06
The implementation of deep RL algorithms on traffic signal control
Flappy Bird hack using Reinforcement Learning
Computational framework for reinforcement learning in traffic control
Very very simple run on sumo
Python code for Hacker's guide to Neural Networks - Andrej Karpathy blog
深度学习教程整理 | 干货
IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control
面试题
Latex code for making neural networks diagrams
Markov Decision Process (MDP) Toolbox for Python
All Algorithms implemented in Python
Python - 100天从新手到大师
A system for parallel and distributed Python that unifies the ML ecosystem.
README文件语法解读,即Github Flavored Markdown语法介绍
Simple Reinforcement learning tutorials
Apply deep reinforcement learning methods including DQN, DDPG for traffic light control in simulation (discrete environment), to prove the 'Green Wave' phenomenon in intelligent traffic system.
Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
Eclipse SUMO is an open source, highly portable, microscopic and continuous road traffic simulation package designed to handle large road networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.