klaudia-nazarko/collaborative-filtering-python klaudia-nazarko/collaborative-filtering-python

  • Stars
    star
    24
  • Rank 986,245 (Top 20 %)
  • Language
    Jupyter Notebook
  • Created almost 5 years ago
  • Updated almost 5 years ago
Twitter logo Share LinkedIn logo Share Facebook logo Share
klaudia-nazarko/collaborative-filtering-python
github

klaudia-nazarko

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

This repository contains collaborative filtering recommender system build in Python with surprise package to predict book ratings in Book-Crossing dataset.

More Repositories

1

nlg-text-generation

This repository contains Natural Language Generation (NLG) models aimed on generating text of fairy tales (Markov Chain, LSTM neural network, GPT-2 Transformers).
Jupyter Notebook
55
star
2

iv-and-woe-python

This repository contains analysis of churn in telephone service company (using IV and WOE), comparison of effect size and information value and quick tutorial how to use information value module (created for this analysis).
Jupyter Notebook
47
star
3

rfm-analysis-python

This repository contains RFM analysis applied to identify customer segments for global retail company and to understand how those groups differ from each other.
Jupyter Notebook
26
star
4

nlp-sentiment-analysis

This repository contains sentiment analysis of Amazon product reviews (NLP) with different machine learning and deep learning models.
Jupyter Notebook
2
star
5

bikes-rental-analysis

Bikes' Rental Analysis - The repository contains data analysis aiming on understanding behavior of people renting bikes in Washington D.C. in years 2012-2018 (based on Capital Bikeshare data).
Jupyter Notebook
1
star