Wander1ngW1nd/MoviesGRS_MFDP

correct path to data

edit huggingface app config in readme

add under-the-hood-description section

add pre-commit hooks section

add dependencies management section

add usage section

readme created; demo and installation sections added

add gifs to lfs

path to app for huggingface changed

separate hooks with blank lines for readability

Dockerfile created

restructure

experiments moved to separate repository

fix streamlit version

fix requirements.txt with poetry

fix requirements.txt with poetry

fix altair version

dependencies and pre-commit hooks added

bugfix

recommender implemented and integrated into app

group's ratings collection implemented

MovieEmbeddingRecommender with cosine distance implemented; same recommender with euclidean distance renamed

Movie selector; rating values constraints; null constraint

basic interface for users data collection implemented

little correction and refactoring

experiments-related stuff moved to separate folder

clearml tags corrected

refactor utils

train/test data correction

actual experiments added

unnecessary experiments removed

rename group-files

utils update

raw ratings added

trained svd

groups extended

time series split, train movie data added

time series split; extended groups

time series split; movie id correction added

evaluation util allows for custom groups

embedding-based model evaluation added

generate_recommendations moved to evaluation.py

ndcg calculation moved to function

baseline restructured based on evaluation.py

SVD evaluation

evaluation function implemented

svd hyperparameter tuning adjusted to new data

unnecessary files removed

unnecessary files removed

data preprocessing files added; data updated