Content-based Filtering Recommendation System for Vkusotiiki-bg

Description

Me and my teammates implemented some machine learning algorithms that are used as Content-based Filtering Recommendation System for our previous project called Vkusotiiki-bg

Machine learning algorithms

The project implements the following machine learning algorithms in Python 3.5:

• kNN (k Nearest Neighbours) with:

  • KD-Tree
  • Cosine similarity
  • Euclidean distance

• Naive Bayes

• k-Means

• TF-IDF + Vector Space Model (Cosine similarity)

Installation details:

• Install packages from requirements.txt in virtualenv

• For Ubuntu: install also:

sudo apt-get install python3-tk