https://github.com/qubvel/template

Template for data science project based on Docker and Jupyter server with Keras/Pytorch
https://github.com/qubvel/template

docker jupyter-notebook keras pytorch

Last synced: 23 days ago
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Template for data science project based on Docker and Jupyter server with Keras/Pytorch

• Host: GitHub
• URL: https://github.com/qubvel/template
• Owner: qubvel
• Created: 2018-08-23T10:28:43.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2019-05-06T10:18:43.000Z (over 5 years ago)
• Last Synced: 2024-12-29T02:33:20.327Z (about 1 month ago)
• Topics: docker, jupyter-notebook, keras, pytorch
• Language: Python
• Homepage:
• Size: 16.6 KB
• Stars: 4
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
## Template

## Requierments  

1) CUDA 9.0

2) nvidia-docker 18.06.0-ce

## Instructions

Complete following steps to run your jupyter server inside docker container.  

Some preinstalled software:

1) Anaconda 5.1 package with Python 3.6

2) Keras 2.1.5 (tensorflow 1.7.0)

3) Pytorch 0.4.0

4) OpenCV 3.4.2

5) [imgaug](https://github.com/aleju/imgaug), [albumentations](https://github.com/albu/albumentations)

#### 0. Modify configuration file.  

config.yaml file:

```yaml

project_name: template

docker_image_name: template_image

docker_container_name: template_container

jupyter_port: 8888

tensorboard_port: 6006

```

#### 1. Build docker image.

```bash

$ ./docker_build.sh

```

#### 2. Launch container with notebook server.

```bash

$ ./docker_run.sh

```