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A docker that contains Ubuntu, Keras, Tensorflow, Scikit-learn, Scipy, Numpy, Jupyter ....

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faizan94/deep-docker

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Deep Dockerfile

It contains dockerfile which will install jupyter and open it on port 8888 and install some required packegs for Data Science, Machine Learning and Deep Learning.

Build command

docker build -t deep_image .

Run deep image without any linkage

Run container command

docker run -d -p 8888:8888 --name deep deep_image

Run deep image with mongo db

Install and run mongo

docker pull mongo
docker run -d --name myMongoDB mongo

Run container and link with mongodb

docker run -d -p 8888:8888 --link=myMongoDB:mongodb --name deep deep_image

Some extra commands

Open bash when container is running command

docker exec -it deep bash 

Copy docker files from host to docker

docker cp foo.txt deep:/foo.txt

Some important links

Good Tutorials on jupyter notebook

https://github.com/jupyter/jupyter/wiki/A-gallery-of-interesting-Jupyter-Notebooks

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A docker that contains Ubuntu, Keras, Tensorflow, Scikit-learn, Scipy, Numpy, Jupyter ....

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