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Name: Hao Lei
Type: User
Bio: Data Science and Machine Learning
Name: Hao Lei
Type: User
Bio: Data Science and Machine Learning
Introduction to Algorithms, MIT, fall 2011
:books: List of awesome university courses for learning Computer Science!
A curated list of awesome Machine Learning frameworks, libraries and software.
Implemented CNN for CIFAR-10 image classification task using Pytorch, dimension reduction was done by PCA and t-SNE.
Compared different classification and regreesion models performance in scikit-learn by applying them on 20 datasets from UCL website.
C++ Primer Plus (6th), Book Exercises
CS224n: Natural Language Processing with Deep Learning, Stanford / Winter 2019
CS231n: Convolutional Neural Networks for Visual Recognition, Spring 2017
Deep Reinforcement Learning, Fall 2019
Structure and Interpretation of Computer Programs, Berkeley, Fall 2017
Data Structures, Berkeley, Spring 2014
Data Structures, Spring 2019
:books: Freely available programming books
The Open Source Data Science Masters
Code repository for Learning Apache Spark 2, published by Packt
Example code from Learning Spark book
Implemented and visualized all kinds of machine learning algorithms by Python
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Risk game built by Java and JavaFX, adopted agile development approach, implemented different kinds of design patterns.
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.