Awesome
Docker MLDM
my docker-compose environment for machine learning products, including:
- machine learning environment
- redis-cache
- mongodb
- postgres db
If you don't need 2-4, un-comment the first couple of lines to start a single container for machine learning!
How to use
just follow the script number:
-
0-prepare-host.sh
install docker and add yourself into docker group.
(NOTE: have to re-login to activate docker group!) -
1-build-mldm.sh
build my machine learning toolbelt container, feel free to append anything you like in Dockerfile! -
2-start-mldm.sh
start the container with some environment setup script, with ipython notebook in http://<your_machine>:8888
Enjoy!