Name		Name	Last commit message	Last commit date
Latest commit History 24 Commits
.ipynb_checkpoints		.ipynb_checkpoints
.gitattributes		.gitattributes
01 线性规划.ipynb		01 线性规划.ipynb
02 整数规划.ipynb		02 整数规划.ipynb
03 非线性规划.ipynb		03 非线性规划.ipynb
04 图与网络模型及方法.ipynb		04 图与网络模型及方法.ipynb
05 插值与拟合.ipynb		05 插值与拟合.ipynb
07 数理统计.ipynb		07 数理统计.ipynb
08 时间序列.ipynb		08 时间序列.ipynb
09 支持向量机.ipynb		09 支持向量机.ipynb
10.1 聚类分析.ipynb		10.1 聚类分析.ipynb
10.2 主成分分析.ipynb		10.2 主成分分析.ipynb
10.3 因子分析.ipynb		10.3 因子分析.ipynb
10.4 判别分析.ipynb		10.4 判别分析.ipynb
10.5 典型相关分析.ipynb		10.5 典型相关分析.ipynb
10.7 多维标度法.ipynb		10.7 多维标度法.ipynb
11 偏最小二乘回归分析.ipynb		11 偏最小二乘回归分析.ipynb
12.1 模拟退火算法.ipynb		12.1 模拟退火算法.ipynb
12.2 遗传算法.ipynb		12.2 遗传算法.ipynb
12.D 遗传算法初步结果.txt		12.D 遗传算法初步结果.txt
12.D 飞机侦察地理坐标数据.txt		12.D 飞机侦察地理坐标数据.txt
14.1 理想解法.ipynb		14.1 理想解法.ipynb
14.2 模糊综合评判法.ipynb		14.2 模糊综合评判法.ipynb
14.3 数据包络分析.ipynb		14.3 数据包络分析.ipynb
14.4 灰色关联分析法.ipynb		14.4 灰色关联分析法.ipynb
14.5 主成分分析法.ipynb		14.5 主成分分析法.ipynb
14.6 秩和比综合评价法.ipynb		14.6 秩和比综合评价法.ipynb
14.D 供应商选择决策.txt		14.D 供应商选择决策.txt
14.D 医院工作质量统计指标.txt		14.D 医院工作质量统计指标.txt
14.D 多层次模糊综合评判数据.txt		14.D 多层次模糊综合评判数据.txt
14.D 宏观投资效益.txt		14.D 宏观投资效益.txt
15.1 微分方程模型.ipynb		15.1 微分方程模型.ipynb
15.2 灰色预测模型.ipynb		15.2 灰色预测模型.ipynb
15.3 差分方程.ipynb		15.3 差分方程.ipynb
15.4 马尔可夫预测.ipynb		15.4 马尔可夫预测.ipynb
15.5 时间序列.ipynb		15.5 时间序列.ipynb
15.6 插值与拟合.ipynb		15.6 插值与拟合.ipynb
15.7 神经元网络.ipynb		15.7 神经元网络.ipynb
15.D 导弹.txt		15.D 导弹.txt
15.D 水库年径流与因子特征.txt		15.D 水库年径流与因子特征.txt
16 目标规划.ipynb		16 目标规划.ipynb
CS299_MDP.ipynb		CS299_MDP.ipynb
GMM.ipynb		GMM.ipynb
LICENSE		LICENSE
MPLClassifier.ipynb		MPLClassifier.ipynb
README.md		README.md
SVM_data.txt		SVM_data.txt
遗传算法初步结果.txt		遗传算法初步结果.txt
高斯过程回归.ipynb		高斯过程回归.ipynb

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Mathematical Modeling in Python

The codes here are implements of the book "The Algorithm and Application of Mathematical Modeling". (The original codes are implemented by Matlab in the book.)

Codes here are just my exercise and notes when reading this book. Many faults are left.

Some codes are copied from others' blogs, the sources has been noted!

内容诸多不完善之处欢迎指出或提交requests!

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