item_based_collaborative_filtering
Requirements
- Python 3.5
- click ( for progress bar )
- scikit-learn ( only for saving model )
- numpy
- scipy
Installation
$ git clone https://github.com/kuboshizuma/item_based_collaborative_filtering.git
$ pip install -r requirements.txt
Preparation
MovieLens datasets is used in this implementation. For demo you need to download this datasets.
Click the following button below, and you can download datasets soon.
After that, unzip the datasets and put the directory in top directory, naming it datasets.
Documentation
Create model
This command takes a few tens of seconds to complete.
$ python set_model.py
Display recommend items
$ python main.py (user_id)
for example
$ python main.py 24