https://github.com/miolab/python_experiment_containers

Python試験実装用リポジトリ（主に機械学習用）
https://github.com/miolab/python_experiment_containers

circleci docker jupyter-lab postgres pytest-watch python pytorch

Last synced: 8 days ago
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Python試験実装用リポジトリ（主に機械学習用）

• Host: GitHub
• URL: https://github.com/miolab/python_experiment_containers
• Owner: miolab
• Created: 2020-10-18T09:35:59.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2020-11-13T11:39:54.000Z (about 4 years ago)
• Last Synced: 2024-10-30T11:09:01.859Z (about 2 months ago)
• Topics: circleci, docker, jupyter-lab, postgres, pytest-watch, python, pytorch
• Language: Jupyter Notebook
• Homepage:
• Size: 61.5 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
# Python Experiment Containers

[![miolab](https://circleci.com/gh/miolab/python_experiment_containers.svg?style=shield)](https://github.com/miolab/python_experiment_containers)

Python 試験実装用リポジトリ（主に機械学習用）

---

## :car: Usage

#### セットアップ

```

git clone https://github.com/miolab/python_experiment_containers.git

cd python_experiment_containers.git

docker-compose build

```

#### 起動

```

docker-compose up

```

- 自動化テスト起動

  ```

  docker-compose run --rm app ptw

  ```

- ターミナルで直接実行

  例

  ```

  docker-compose run --rm app python app_pytorch/pytorch_example.py

  ```

- JupyterLab をブラウザ起動実行

  ブラウザで `localhost:8889/lab`

  - イメージ

    

---

## :book: Reference

#### PyTorch (Official) https://pytorch.org/

- Get Started https://pytorch.org/get-started/locally/

- Tutorial https://pytorch.org/tutorials/index.html

  - Deep Learning with PyTorch: A 60 Minute Blitz https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html

  - Learning PyTorch with Examples https://pytorch.org/tutorials/beginner/pytorch_with_examples.html

#### Colaboratory (Official) https://colab.research.google.com/

#### Poetry

- commands https://cocoatomo.github.io/poetry-ja/cli/

#### PyPl

- [torch (PyTorch)](https://pypi.org/project/torch/)

- [torchvision](https://pypi.org/project/torchvision/)

- [JupyterLab](https://pypi.org/project/jupyterlab/)

- [NumPy](https://pypi.org/project/numpy/)

- [Pandas](https://pypi.org/project/pandas/)

- [Matplotlib](https://pypi.org/project/matplotlib/)

- [Seaborn](https://pypi.org/project/seaborn/)

## :pen: Note

- 本リポジトリは、[miolab/jupyterlab_poetry](https://github.com/miolab/jupyterlab_poetry) をベースにしたスピンオフ版です（機械学習に特化）

- 検証ローカル環境: **MacOS**