docmhvr / CMPE_255_Book_Genre_Prediction Public

forked from harshv72/CMPE_255_Book_Genre_Prediction

Notifications You must be signed in to change notification settings
Fork 0
Star 1

Automated genre classification application which uses deep learning models to predict genres of literature from book summaries.

1 star 1 fork Branches Tags Activity

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 93 Commits
Data Extraction		Data Extraction
Datasets		Datasets
Experiments/CMU Book Summary Dataset		Experiments/CMU Book Summary Dataset
Literature review		Literature review
Self Implmentation trials		Self Implmentation trials
flask		flask
Model comparison.ipynb		Model comparison.ipynb
README.md		README.md
stack-overflow-data.csv		stack-overflow-data.csv

Repository files navigation

CMPE_255_Book_Genre_Prediction

Pickle Files: You can download pickle files for models from here: https://drive.google.com/drive/folders/1KJoIje880F6hFG3JDQMBOsbc6daDOdvh?usp=share_link

sgd.pickle : SGD Classifier Model (Tri-gram with Count Vectorizer)
lsvc12.pickle : Linear SVC Classifier Model (Bi-gram with Count Vectorizer)
lsvc.pickle : Linear SVC Classifier Model (Tri-gram with Count Vectorizer)

Project Presentation: https://docs.google.com/presentation/d/1vAOisuaHPST8gjUTS6RCCurkG6imOOQXemybkFB_9kA/edit?usp=drive_link

About

Automated genre classification application which uses deep learning models to predict genres of literature from book summaries.

Report repository

Releases

No releases published

Packages

No packages published

Languages

Jupyter Notebook 82.2%
CSS 13.1%
JavaScript 3.4%
Other 1.3%