Giter Club home page Giter Club logo

machine-learning-docker's Introduction

Machine and Deep Learning Docker Image

Publish machine learning docker images

Goal

Provide a docker image with all necessary tools installed to perform machine and deep learning tasks with.

Frameworks used

  • Jupyter
  • Tensorflow

To start the container

docker pull ghcr.io/jimmylevell/machine-learning-docker/notebook-juypter:latest
docker run -d --restart always --name machine-learning-juypter -v C:\Data\jupyter-notebooks:/var/www -p 8888:8888 ghcr.io/jimmylevell/machine-learning-docker/notebook-juypter:latest

Docker image details

Base image: tensorflow/tensorflow:latest-jupyter
Exposed ports: 8888
Additional installed resources:

  • Troubleshooting: vim, net-tools, dos2unix
  • Data science: sklearn, pandas, seaborn

Deployment

General

Service: jupyter
Data Path: /home/docker/levell/jupyter/
Access URL: jupyter.levell.ch

Attached Networks

  • traefik-public - access to reverse proxy

Attached volumes

jupyterdata: storing the jupyter notebooks

Environment variables

None

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.