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Yun Chen's Projects

accidentpredictor icon accidentpredictor

An accurate traffic accident predictor can potentially save lives. I hereby described the creation and deployment of such a model using scikit-learn, Google Maps API, Flask and PythonAnywhere.

amazon-sagemaker-examples icon amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

auto-maple icon auto-maple

Artificial intelligence software for MapleStory that uses various machine learning and computer vision techniques to navigate challenging in-game environments

aws-deepracer-bootcamp icon aws-deepracer-bootcamp

A hands on reinforcement machine learning bootcamp, created for Summer of Tech NZ. Designed to be run over a two hour session.

data-analytics-lab icon data-analytics-lab

Build a serverless architecture to analyze the data directly from Amazon S3 using Amazon Athena and visualize the data in Amazon QuickSight.

dbdemos icon dbdemos

Demos to implement your Databricks Lakehouse

deepracer icon deepracer

An overview of our team's strategy and development for USYD's 2020 AWS DeepRacer competition

deepracer-1 icon deepracer-1

My AWS DeepRacer reward functions and some analysises

jssenv icon jssenv

An OpenAi Gym environment for the Job Shop Scheduling problem.

leetcode-master icon leetcode-master

LeetCode 刷题攻略:配思维导图,各个类型的经典题目刷题顺序、经典算法模板,以及详细图解和视频题解。这里精选的题目都不是孤立的,而是由浅入深一脉相承的,相信只要按照刷题攻略上的顺序来学习,一定会有所收获!给个star支持一下吧!

leetcode-solution icon leetcode-solution

Explore diverse LeetCode solutions in Python, C++, JavaScript, SQL, and TypeScript. Ideal for interview prep, learning, and code practice in multiple programming languages.

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