nn-recommender

The goal of the project was to create a recommendation system that uses Neural Network and tunning it.

Preparing your computer

1. Install Anaconda with Python 3.8.

2. Install Git.

3. Install PyCharm (community version).

4. Clone the repo.

$ git clone [email protected]:korzepadawid/nn-recommender.git && cd nn-recommender

5. Create a Conda environment.

 $ conda env create --name rs-class-proj-env -f environment.yml

6. Activate the virtual environment, you've just created.

$ conda activate rs-class-proj-env

7. Run the notebook.

$ jupyter notebook

The used dependecies.

• NumPy
• Pandas
• scitkitlearn
• hyperopt
• PyTorch

The results.

Model	Result HR@10
NN Tuned	0.247794
Amazon Recommender	0.221996