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dwsim-automation-repo

This repository contains exercises that demonstrate how to automate these unit operations using DWSim. These exercises include code examples, tutorials, and documentation on how to implement automation strategies using DWSim.

dwsimopt

The 'dwsimopt' is a Python library that automates DWSIM simulations for process optimization.

gams_optimization

geatpy

Evolutionary algorithm toolbox and framework with high performance for Python

inferential_sensor_experiment

Soft Sensor with Variational Inference Technique

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）

mealpy

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

pychemqt

pychemqt intended as a free software tool for calculation and design of unit operations in chemical engineering. The goal is to obtain an equivalent free software to CHEMCAD or hysys. It is written in python using qt as graphics libraries, so is cross-platform.

pyinstaller-perfect-build-method

如果我要写一个 Python 项目，打包成 exe 运行（方便在没有 Python 的电脑上使用），我需要打包出的根目录结构美观，没有多余的、杂乱的依赖文件在那里碍眼，而且需要在发现 bug 时，我还需要能够修改里面的代码后，无需再次打包，就能正常运行，该怎么做呢？ 就以一个 Hello 项目为例，记一下我找到的完美方法。

pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

pyomo

An object-oriented algebraic modeling language in Python for structured optimization problems.

reinforcement-learning

soft_sensor_experiments

some_python_files