Chen-Wei Chang's repositories
Applied-Social-Network-Analysis-in-Python
Course - 5; Specialization: Applied Data Science with Python; University Of Michigan
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
Chemical-Process-Design---Optimization
Multiple programs created for class(es) involving process design and optimization.
DEAP-SimpleExample-Notebook
( 🦉 ) This code lab intended to introduce new Machine Learning Algorithm // DEAP : Distributed Evolutionary Algorithm Framework.
evolutionary-computation-course
Jupyter/IPython notebooks about evolutionary computation.
evolutionary_algorithm_NSGA-II
The multiobjective evolutionary algorithm NSGA-II implemented by Python.
george
Fast and flexible Gaussian Process regression in Python
gtc2017-numba
Numba tutorial for GTC 2017 conference
Gurobi-Python
Learning how to use gurobi with python (in chinese)
machine-learning-python
機器學習: Python
metaknowledge
A Python library for doing bibliometric and network analysis in science and health policy research
MO-ASMO
This is a standalone version of MO-ASMO, a surrogate based multi-objective optimization algorithm.
moeac-solver
Open Source Python Library for Multiobjective Optimization with contraints
mongodb-quickstart-course
Course demos and handout material for Talk Python's MongoDB Quickstart course
NetworkflowOptimization
利用Dijkstra算法，综合考虑限制条件，实现运输成本最优
numerical_stats
Introduction to Numerical Methods and Statistics with Jupyter Notebooks & Python
OptimizationUsingGA
分布参数拟合--利用智能算法进行优化
or-tools
Google's Operations Research tools
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
Rdatasets
An archive of datasets distributed with R
scikit-optimize
Sequential model-based optimization with a `scipy.optimize` interface
sklearn-deap
Use evolutionary algorithms instead of gridsearch in scikit-learn
spearmint
Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012
xlwings
xlwings is a BSD-licensed Python library that makes it easy to call Python from Excel and vice versa. It works with Microsoft Excel on Windows and Mac. Sign up for the newsletter or follow us on twitter via