GitHub

Author: Rohith Pesala

Recommender Systems Project

Files

Data_process.py This file processes the amazon ratings only dataset (csv file) and produces train and test splits
Basic_ratings.py This file produces the Rating predictions with different algorithms and evaluates the performance
Data_topn.py Processes and outputs items and users as txt files
Topn_recolist.py Produces top n recommendations and evaluates the performance
bigram_model.py Implements the bigram inspired model and also evaluates it.

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
.ipynb_checkpoints		.ipynb_checkpoints
.gitignore		.gitignore
Basic top n reco.ipynb		Basic top n reco.ipynb
Basic_ratings.py		Basic_ratings.py
Data_process.py		Data_process.py
Data_topn		Data_topn
Data_topn.py		Data_topn.py
README.md		README.md
Rating predictions.ipynb		Rating predictions.ipynb
Top n data.ipynb		Top n data.ipynb
Topn_recolist.py		Topn_recolist.py
bigram_model.py		bigram_model.py
data process.ipynb		data process.ipynb
proposed model.ipynb		proposed model.ipynb
res.txt		res.txt
test.py		test.py