Name		Name	Last commit message	Last commit date
parent directory ..
02-Machine-Learning-Basics		02-Machine-Learning-Basics
03-Jupyter-NoteBook-Numpy-And-Matpltlib		03-Jupyter-NoteBook-Numpy-And-Matpltlib
04-kNN		04-kNN
05-Linear-Regression		05-Linear-Regression
06-Gradient-Descent		06-Gradient-Descent
07-PCA-and-Gradient-Ascent		07-PCA-and-Gradient-Ascent
08-Polynomial-Regression-And-Model-Generalization		08-Polynomial-Regression-And-Model-Generalization
09-Logistic-Regression		09-Logistic-Regression
10-Classification-Performance-Measures		10-Classification-Performance-Measures
11-SVM		11-SVM
12-Decision-Tree		12-Decision-Tree
13-Ensemble-Learning-and-Random-Forest		13-Ensemble-Learning-and-Random-Forest
README.md		README.md

README.md

玩转机器学习

环境的搭建命令如下

docker run -d -v "$PWD":/home/jovyan/work/ -e GRANT_SUDO=yes -p 8888:8888 jupyter/tensorflow-notebook start-notebook.sh --NotebookApp.password='sha1:660fe90e901f:9694d60bd4e5b30bfbd0418d1d1f5a7e2e98b2f2'

容器添加sudo权限(允许用户对镜像做修改)：-e GRANT_SUDO=yes，参考 https://jupyter-docker-stacks.readthedocs.io/en/latest/using/common.html
给容器设置密码：这里的密码sha1:660fe90e901f:9694d60bd4e5b30bfbd0418d1d1f5a7e2e98b2f2，破解后是自己最常用的密码。是使用notebook的auth模块生成的
```
In [1]: from notebook.auth import passwd
In [2]: passwd()
Enter password:
Verify password:
Out[2]: 'sha1:67c9e60bb8b6:9ffede0825894254b2e042ea597d771089e11aed'
```