文件名称：machine_learning_basics：基本机器学习算法的纯Python实现
文件大小：4.21MB
文件格式：ZIP
更新时间：2024-02-20 00:46:03
python machine-learning algorithm neural-network linear-regression
machine_learning_basics：基本机器学习算法的纯Python实现
【文件预览】：
machine_learning_basics-master
----figures()
--------logistic_regression.jpg(28KB)
--------decision_tree_predictions.png(36KB)
--------regression_tree.png(16KB)
--------neural_net.png(24KB)
--------softmax_regression.jpg(44KB)
--------linear_regression.jpg(23KB)
--------perceptron_hyperplane.png(31KB)
--------preprocessing.png(8KB)
--------decision_tree.png(23KB)
--------example_straight_lines.png(48KB)
--------image_preprocessing.png(311KB)
--------density_plot.png(430KB)
----bayesian_linear_regression.ipynb(240KB)
----image_preprocessing.ipynb(3.2MB)
----softmax_regression.ipynb(97KB)
----simple_neural_net.ipynb(265KB)
----LICENSE(1KB)
----data_preprocessing.ipynb(119KB)
----linear_regression.ipynb(92KB)
----kmeans.ipynb(173KB)
----requirements.txt(72B)
----logistic_regression.ipynb(80KB)
----README.md(2KB)
----k_nearest_neighbour.ipynb(19KB)
----decision_tree_regression.ipynb(82KB)
----perceptron.ipynb(104KB)
----decision_tree_classification.ipynb(20KB)