├── PPT ├── Kmeans.zip ├── PCA.zip ├── 神经网络PPT(文刀).zip └── 逻辑回归.zip ├── README.md ├── data_pca.csv ├── kmeans_data.txt ├── lr_data.txt ├── nn_data_2.txt ├── nn_data_tj.txt ├── regression_data.txt ├── train_titanic.csv ├── 一步到位求回归的最优解_NormalEquation.py ├── 主成分分析 PCA.py ├── 可视化_meshgrid_contour.py ├── 回归问题_Python实战_多项式拟合.py ├── 插值法interpolation.py ├── 神经网络.py ├── 神经网络划分太极图.py ├── 聚类 kmeans.py └── 逻辑回归.py /PPT/Kmeans.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/PPT/Kmeans.zip -------------------------------------------------------------------------------- /PPT/PCA.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/PPT/PCA.zip -------------------------------------------------------------------------------- /PPT/神经网络PPT(文刀).zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/PPT/神经网络PPT(文刀).zip -------------------------------------------------------------------------------- /PPT/逻辑回归.zip: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/PPT/逻辑回归.zip -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/README.md -------------------------------------------------------------------------------- /data_pca.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/data_pca.csv -------------------------------------------------------------------------------- /kmeans_data.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/kmeans_data.txt -------------------------------------------------------------------------------- /lr_data.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/lr_data.txt -------------------------------------------------------------------------------- /nn_data_2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/nn_data_2.txt -------------------------------------------------------------------------------- /nn_data_tj.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/nn_data_tj.txt -------------------------------------------------------------------------------- /regression_data.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/regression_data.txt -------------------------------------------------------------------------------- /train_titanic.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/train_titanic.csv -------------------------------------------------------------------------------- /一步到位求回归的最优解_NormalEquation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/一步到位求回归的最优解_NormalEquation.py -------------------------------------------------------------------------------- /主成分分析 PCA.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/主成分分析 PCA.py -------------------------------------------------------------------------------- /可视化_meshgrid_contour.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/可视化_meshgrid_contour.py -------------------------------------------------------------------------------- /回归问题_Python实战_多项式拟合.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/回归问题_Python实战_多项式拟合.py -------------------------------------------------------------------------------- /插值法interpolation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/插值法interpolation.py -------------------------------------------------------------------------------- /神经网络.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/神经网络.py -------------------------------------------------------------------------------- /神经网络划分太极图.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/神经网络划分太极图.py -------------------------------------------------------------------------------- /聚类 kmeans.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/聚类 kmeans.py -------------------------------------------------------------------------------- /逻辑回归.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lq1990/Bilibili-WenDao/HEAD/逻辑回归.py --------------------------------------------------------------------------------