/PythonMachineLearning

Machine learning Python sample program collection.

Primary LanguagePython

PythonMachineLearning

Machine learning Python sample program collection.

Environment

Windows
Docker Desktop for Windows
Visual Stdio Code
Remote-Containers
VcXsrv

Python version

3.10.4

Python libraries

pandas
numpy
matplotlib
seaborn
flake8
autopep8
pytest
scikit-learn
opencv-python
opencv-contrib-python
tensorflow-gpu
keras
janome
networkx
wordcloud

How to use

1. Launch VcXsrv

execute xlaunch.exe



2. Open root directory with VSCode

Open root directory of this repository with VSCode

3. Open folder in container

Click the following icon

When you open for the first time, select "Open Folder in Container"

Select this repository's folder

4. Build container

Building container will start

After buidling, installing python libraries will start

Installation will finish as follow

5. Confirmation

Open terminal and confirm Python's version

Execute sample code
The following graph window will be shown

Reference