A Python package for collaborative filtering on emotion datasets
pip install git+https://github.com/cosanlab/emotionCF.git
Checkout the quick overview for examples to help you get started.
Or check out the API reference on the left to explore the details of specific models.
A unique feature of this toolbox is its support for working with time-series data.
Currently supported algorithms include:
Mean- a baseline model
KNN- k-nearest neighbors
NNMF_mult- non-negative matrix factorization trained via multiplicative updating
NNMF_sgd- non-negative matrix factorization trained via stochastic gradient descent