▍1. PSO-optimized-SVR
说明: This is a good python code for optimising SVR by PSO algorithm
说明: This is a good python code for optimising SVR by PSO algorithm
说明: 基于MATLAB的标准化降水指数SPI计算程序,对干旱进行识别。可对各个站点及流域批处理。可计算SPI1,SPI3,SPI6,SPI9,SPI12等(Based on the SPI calculation program of standardized precipitation index in MATLAB, drought is identified. Batch processing can be carried out for each station and basin. SPI1, spi3, spi6, spi9, spi12, etc. can be calculated)
采用Python写的abaqus自动提取应力结果的命令(A command written by Python to automatically extract stress results from ABAQUS)
说明: 采用Python写的abaqus自动提取应力结果的命令(A command written by Python to automatically extract stress results from ABAQUS)
说明: 深度学习之pytorch资料,对pytorch有着系统的讲解,帮助小白轻松入门(This is an archive of pytorch,which enable rookies to learn about pytorch easily and could have the opportunities to get in touch with machine learning)
深度学习入门,关于LSTM的源码学习,初学者入门,想学习LSTM的(deep learning ,LSTM,learner ,code study,python)
说明: 深度学习入门,关于LSTM的源码学习,初学者入门,想学习LSTM的(deep learning ,LSTM,learner ,code study,python)
说明: mnist图片集分类 pytorch实现(mnist classification)
说明: pyqt写的上位机程序,自己用的是pycharm+QT开发(Pyqt is the host computer program written by pycharm+QT)
说明: 一个可运行的pycharm平台开发的系统。有简单的前端界面。(A system developed by pycharm platform. There is a simple front-end interface.)
在多晶体材料的计算中能够给多晶体赋予材料属性,然后利用晶体塑性模型计算(It can give material properties to polycrystals.)
说明: 在多晶体材料的计算中能够给多晶体赋予材料属性,然后利用晶体塑性模型计算(It can give material properties to polycrystals.)
Abaqus后处理插件,实现XFEM计算后的应力强度因子计算和裂纹长度统计(An plugins based on Abaqus software in postprocessing. It can calculate the stress intensity factors and calculate the crack length after XFEM simulations.)
编写了蠕变子程序,建立了蠕变本构方程,直接与ABAQUS接口连接运行。(The creep subroutine is compiled, and the creep constitutive equation is established, which is directly connected with the ABAQUS interface.)
智慧编程——数据分析、机器学习必备书!python语言代码示例,所有算法均附有解释说明。(collective intelligence——Data analysis and machine learning! Python language code examples, all algorithms are accompanied by explanatory notes.)
ryu开发文档,很适合新手入门学习,有详细的模块介绍(ryu development documents, it is suitable for beginners to learn, a detailed description of the module)
Programming collective intelligence的中文版:集体智慧编程(Programming collective intelligence)