zhihaoliu-git Goto Github PK
Name: Zhihao Liu
Type: User
Company: Singapore University of Technology and Design
Bio: Bayesian optimization, Algorithm design for large-scale optimization problems in data science
Location: Singapore
Name: Zhihao Liu
Type: User
Company: Singapore University of Technology and Design
Bio: Bayesian optimization, Algorithm design for large-scale optimization problems in data science
Location: Singapore
Automated Machine Learning tool
An autoML framework & toolkit for machine learning on graphs.
Some paper collections and summarizations
Notebooks about Bayesian methods for machine learning
Many real-world functions are defined over both categorical and continuous variables. To optimize such functions, we propose a new method that formulates the categorical variables as a continuous encoding variables, wherein each category corresponds to function value.
Bayesian Optimization over Mixed Type Inputs with Encoding Method
A Python implementation of global optimization with gaussian processes.
[ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces
Competitvie multi-task bayesian optimization
Design-of-experiment (DOE) generator for science, engineering, and statistics
The basic distribution probability Tutorial for Deep Learning Researchers
Effective parametric optimization for packaging design using bayesian optimization
Evolutionary algorithm toolbox and framework with high performance for Python
🌍 🌎 东半球最酷的学习项目 | 包括:1、我写的三十万字图解算法题典 2、100 张各语言思维导图 和 1000 本编程电子📚 3、100 篇大厂面经下载 | English version supported !!! 国人项目上榜不易,右上角助力一波 🚀🚀!干就对了,奥利给 !💪💪💪
Code to accompany Mastering Data Science from PT press
本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍,没准你想找的书就在这里呢,包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列(常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习,深度学习等等),大数据系列(Spark,Hadoop,Scala,kafka等),程序员必修系列(C、C++、java、数据结构、linux,设计模式、数据库等等)
The release codes of LA-MCTS with its application to Neural Architecture Search.
参考了西瓜书,sklearn源码,李航统计学,机器学习实战、机器学习中的数学
Notes for MIT-Linear-Algebra
Awesome Multitask Learning Resources
We use a modified neural network instead of Gaussian process for Bayesian optimization.
Machine learning, in numpy
learning fomula
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.