/moviellens-ai-playground

Experimenting recommendations systems with movilens dataset

Primary LanguageJupyter NotebookMIT LicenseMIT

moviellens-ai-playground

Experimenting recommendations systems with movilens dataset

Data

Movielens-100k

In order to download run:

curl -o movielens_100k.zip https://files.grouplens.org/datasets/movielens/ml-100k.zip

# To unzip 
unzip movielens_100k.zip

Poster data collected from here https://github.com/tiagocabo/movielens-posters/blob/master/README.md

How to deploy on aws

1- Follow instructions in the UI 2- Create default VPC, don't forget to expose the custom port used in the streamlit 3- download key, and change permission using chmod 600 pem file 4- log into the machine following aws instructions 5- install docker and make using https://cloudaffaire.com/how-to-install-docker-in-aws-ec2-instance/ 6- run make lunch 7- After, don't forget to use http in the url and to add the exposed port.