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guojin's Projects

algorithm_interview_notes-chinese icon algorithm_interview_notes-chinese

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

algorithm_interview_notes-chinese-1 icon algorithm_interview_notes-chinese-1

2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记,此外,还包括创建者看到的所有机器学习/深度学习面经中的问题。 除了其中 DL/ML 相关的,其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。

capstone icon capstone

Used Python to Complete the EDA into the Neighborhood in Toronto

context-encoder icon context-encoder

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

flow icon flow

Computational framework for reinforcement learning in traffic control

lee_ml_codes icon lee_ml_codes

Coding practice of the machine learning course taught by Prof. Hungyi Lee

marl-papers icon marl-papers

Paper list of multi-agent reinforcement learning (MARL)

sumo icon sumo

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.

sumo-rl icon sumo-rl

A simple interface to instantiate Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with Gym Env from OpenAI and MultiAgentEnv from RLlib.

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