ZhihaoLiu-git
Bayesian optimization, Algorithm design for large-scale optimization problems in data science
Singapore University of Technology and DesignSingapore
Pinned Repositories
Auto_Machine_Learning
Automated Machine Learning tool
AutoGL
An autoML framework & toolkit for machine learning on graphs.
Awesome-paper-collections
Some paper collections and summarizations
Bayesian-Optimisation-over-Categorical-Inputs-with-Target-Encoding-Methods
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.
Competitvie-multi-task-bayesian-optimization
Competitvie multi-task bayesian optimization
Encoding_BO
ExpensiveOptimBenchmark
gaussian-process-bayesian-optimization-visualization
geatpy
Evolutionary algorithm toolbox and framework with high performance for Python
vega
AutoML tools chain
ZhihaoLiu-git's Repositories
ZhihaoLiu-git/Bayesian-Optimisation-over-Categorical-Inputs-with-Target-Encoding-Methods
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.
ZhihaoLiu-git/Encoding_BO
ZhihaoLiu-git/ExpensiveOptimBenchmark
ZhihaoLiu-git/geatpy
Evolutionary algorithm toolbox and framework with high performance for Python
ZhihaoLiu-git/vega
AutoML tools chain
ZhihaoLiu-git/AutoGL
An autoML framework & toolkit for machine learning on graphs.
ZhihaoLiu-git/Awesome-paper-collections
Some paper collections and summarizations
ZhihaoLiu-git/Competitvie-multi-task-bayesian-optimization
Competitvie multi-task bayesian optimization
ZhihaoLiu-git/gaussian-process-bayesian-optimization-visualization
ZhihaoLiu-git/bayesian-machine-learning
Notebooks about Bayesian methods for machine learning
ZhihaoLiu-git/Bayesian-Optimization-over-Mixed-Type-Inputs-with-Encoding-Method
Bayesian Optimization over Mixed Type Inputs with Encoding Method
ZhihaoLiu-git/BayesianOptimization
A Python implementation of global optimization with gaussian processes.
ZhihaoLiu-git/Casmopolitan
[ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces
ZhihaoLiu-git/distribution-is-all-you-need
The basic distribution probability Tutorial for Deep Learning Researchers
ZhihaoLiu-git/Ebook-Linear_Programming
ZhihaoLiu-git/Effective-parametric-optimization-for-packaging-design-using-BO
Effective parametric optimization for packaging design using bayesian optimization
ZhihaoLiu-git/hello-algorithm
🌍 🌎 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 ！💪💪💪
ZhihaoLiu-git/IT_book
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）
ZhihaoLiu-git/LaMCTS
The release codes of LA-MCTS with its application to Neural Architecture Search.
ZhihaoLiu-git/Machine_Learning
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
ZhihaoLiu-git/MIT-Linear-Algebra-Notes
Notes for MIT-Linear-Algebra
ZhihaoLiu-git/Multitask-Learning
Awesome Multitask Learning Resources
ZhihaoLiu-git/numpy-ml
Machine learning, in numpy
ZhihaoLiu-git/PRML_learning
learning fomula
ZhihaoLiu-git/simulation-optimization-with-multiple-attempts
SIMULATION OPTIMIZATION WITH MULTIPLE ATTEMPTS
ZhihaoLiu-git/smt
Surrogate Modeling Toolbox
ZhihaoLiu-git/sustech-master-thesis
南方科技大学硕士毕业论文LaTeX模板
ZhihaoLiu-git/SUTD-Statistical-Machine-Learning
01.113 Statistical and Machine Learning
ZhihaoLiu-git/team-learning
Datawhale组队学习计划与课程内容
ZhihaoLiu-git/upgraded-octo-journey
GPBO algorithm on two features of a single output function, and visualization.Test functions include Brainin Rosenbroc.