machine_learning_step_by_step-master
所属分类：其他
开发工具：Python
文件大小：1052KB
下载次数：0
上传日期：2019-12-13 09:40:14
上 传 者：
niuniulala
说明： 实现机器学习中常用的模型，例如线性模型、逻辑回归，分类和聚类等。
(Implement linear model)
文件列表:
Gradiant_Boosting_Classification.ipynb (32487, 2019-09-09)
Gradiant_Boosting_Regression.ipynb (15128, 2019-09-09)
ann_mlp.ipynb (11236, 2019-09-09)
ann_mlp_lr_fail.ipynb (98138, 2019-09-09)
data (0, 2019-09-09)
data\Drawing1.vsdx (24580, 2019-09-09)
data\Presentation1.pptx (71547, 2019-09-09)
data\dt_sklearn (2136, 2019-09-09)
data\dt_sklearn.png (132530, 2019-09-09)
data\entropy.svg (5879, 2019-09-09)
data\formula.png (180172, 2019-09-09)
data\gini_impurity.svg (13307, 2019-09-09)
data\my_dt (2849, 2019-09-09)
data\my_dt.png (74269, 2019-09-09)
data\shanghai_experience_3_5.dmp (704146, 2019-09-09)
data\td.vsdx (43735, 2019-09-09)
debug.log (1216, 2019-09-09)
decision_tree.ipynb (348691, 2019-09-09)
kmeans.ipynb (144238, 2019-09-09)
linear_regression.ipynb (84517, 2019-09-09)
logistic_regression.ipynb (86385, 2019-09-09)
plot_digits_classification.ipynb (12536, 2019-09-09)
plot_kmeans_digits.ipynb (54956, 2019-09-09)
start.bat (27, 2019-09-09)
# 手把手机器学习系列
# Machine Learning Step by Step
在这个系列中,我会用python一步一步手写各种机器学习代码。通过代码去理解算法。
In this repo I wrote machine learning algorithms step by step with python. With detailed explanation.
This is a Chinese repositary.
## 目录
[线性回归](https://github.com/juwikuang/machine_learning_step_by_step/blob/master/linear_regression.ipynb)
[决策树](https://github.com/juwikuang/machine_learning_step_by_step/blob/master/decision_tree.ipynb)
[Logistic Regression](https://github.com/juwikuang/machine_learning_step_by_step/blob/master/logistic_regression.ipynb)
[kmeans](https://github.com/juwikuang/machine_learning_step_by_step/blob/master/kmeans.ipynb)
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