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leon's Projects

coordinated-multi-agent-imitation-learning icon coordinated-multi-agent-imitation-learning

This is an implementation of the paper "Coordinated Multi Agent Imitation Learning", or the Sloan version "Data-Driven Ghosting using Deep Imitation Learning" using Tensorflow

coordination icon coordination

Multi-agent deep reinforcement learning with OpenAI Gym

copytranslator icon copytranslator

Foreign language reading and translation assistant based on copy and translate.

cs166-modeling-simulation-and-decision-making icon cs166-modeling-simulation-and-decision-making

Learning how to apply advanced decision techniques such as real options, Monte Carlo simulation, network concepts from graph theory, probability theory and statistical physics to analyze and predict the behavior of social, economic and transportation networks. Examples include project portfolio management, pharmaceutical drug development, oil and gas investment decisions as well as philanthropic portfolio decisions requiring high-stake tradeoffs in highly uncertain environments.

d2l-zh icon d2l-zh

《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。

dbpedia-parser-xml icon dbpedia-parser-xml

(借助api接口http://dbpedia.org/sparql提取本体)Extracting ontology classes from a plain text using dbpedia , and writing them to an xml file.

deep-generation icon deep-generation

I used in this project a reccurent neural network to generate c code based on a dataset of c files from the linux repository.

deep-learning-books icon deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。

deep-rl icon deep-rl

Collection of Deep Reinforcement Learning algorithms

deeplearning-500-questions icon deeplearning-500-questions

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,50余万字。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

deepmind_mas_enviroment icon deepmind_mas_enviroment

some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》

deepnlp icon deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

deepnlp-models-pytorch icon deepnlp-models-pytorch

(Dynamic-Memory-Network-for-Question-Answering)Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

deepo icon deepo

A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment.

delve icon delve

Delve is a debugger for the Go programming language.

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