├── LICENSE ├── README.md └── code ├── ARIMA时间序列分析预测.py ├── Apriori关联规则算法.py ├── BP神经网络.py ├── DBSCAN聚类算法.py ├── GMM聚类模型.py ├── HMM算法.py ├── K均值聚类.py ├── LDA主题分析.py ├── LDA降维.py ├── LOF算法.py ├── LSTM神经网络.py ├── MK趋势检验和突变检验.py ├── Prophet时间序列分析和预测.py ├── TOPSIS法.py ├── XGboost算法回归与分类.py ├── logit回归(逻辑回归).py ├── 主成分分析法.py ├── 假设检验.py ├── 回归分析.py ├── 多因子分析.py ├── 层次分析法.py ├── 层次聚类.py ├── 插值方法.py ├── 数据共线性处理.py ├── 数据分布拟合并随机生成.py ├── 数据预处理.py ├── 时间序列处理与分解.py ├── 机器学习回归与分类.py ├── 标准化与数据变换.py ├── 模糊综合评价法.py ├── 灰色关联分析.py ├── 灰色预测模型.py ├── 熵权法.py ├── 特征选择.py ├── 目标规划.py ├── 相关性分析.py ├── 秩和比综合评价法.py ├── 算法指标.py ├── 粒子群算法.py ├── 自然语言处理.py ├── 蒙特卡洛模拟.py ├── 贝叶斯网络.py └── 高斯过程回归.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/leost123456/Mathematical-modeling-model/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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