Movie Review Sentiment ML Frameworks

Tools for sentiment classification of movie and entertainment reviews using NLP and deep learning. Does NOT include general sentiment analysis for products, social media, or other non-review domains.

There are 42 movie review sentiment frameworks tracked. The highest-rated is nas5w/imdb-data at 44/100 with 12 stars.

Get all 42 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=movie-review-sentiment&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	nas5w/imdb-data A JSON file of 50,000 IMDB movie reviews to be used in machine learning applications.	44	Emerging	12	JavaScript
2	RubixML/Sentiment An example project using a feed-forward neural network for text sentiment...	42	Emerging	115	PHP
3	VuBacktracking/mamba-text-classification Text Classification using Mamba Model	40	Emerging	27	Python
4	haoopeng/CNN-yelp-challenge-2016-sentiment-classification IPython Notebook for training a word-level Convolutional Neural Network...	39	Emerging	112	Jupyter Notebook
5	cmasch/cnn-text-classification Text classification with Convolution Neural Networks on Yelp, IMDB &...	39	Emerging	123	Jupyter Notebook
6	Taha533/Sentiment-Analysis-of-IMDB-Movie-Reviews This project focuses on sentiment analysis of movie reviews using the IMDb...	36	Emerging	6	Jupyter Notebook
7	SrinidhiRaghavan/AI-Sentiment-Analysis-on-IMDB-Dataset Sentiment Analysis using Stochastic Gradient Descent on 50,000 Movie Reviews...	36	Emerging	62	Python
8	HenriqueAssumpcao/SentiMentalHealth Pytorch implementation of a GRU-based RNN for Sentiment Analysis in Mental...	35	Emerging	6	Jupyter Notebook
9	Tony607/Yelp_review_generation How to generate realistic yelp restaurant reviews with Keras	32	Emerging	71	Jupyter Notebook
10	roysaurabh1308/Sentiment-Analysis-using-RNN-LSTM-GRU-Bi.LSTM This project compares the four powerful deep learning models namely, RNN,...	28	Experimental	6	Jupyter Notebook
11	matakshay/IMDB_Sentiment_Analysis Sentiment Analysis Model which uses Deep Learning & Natural Language...	26	Experimental	4	Jupyter Notebook
12	rocky1638/movie-review-sentiment-analysis A small web app that classifies whether a movie review is a positive or...	24	Experimental	3	JavaScript
13	TheRed-25/IMDB-Sentiment-Analysis-LSTM 🔍 Analyze IMDB movie reviews using LSTM for binary sentiment classification...	22	Experimental	—	Jupyter Notebook
14	Lidizz/imdb-sentiment-analysis Repository for educational purposes. Designed around a compulsory assignment...	22	Experimental	—	Jupyter Notebook
15	Sukanthan06/movie-review-sentiment-analysis IMDB movie review sentiment analysis using a SimpleRNN model, deployed with Streamlit	21	Experimental	—	Jupyter Notebook
16	tahamohmadf19-dev/movie-review-sentiment-analysis-bilstm Sentiment analysis on IMDB movie reviews using a Bidirectional LSTM neural...	21	Experimental	—	Jupyter Notebook
17	hgabrali/Sentence-Polarity-Sentiment-Classifier An end-to-end NLP pipeline for binary sentiment classification using the...	21	Experimental	—	Jupyter Notebook
18	cs-joy/sentiment-app Movie Review Sentiment Analyzer - Through Django Framework	20	Experimental	4	Python
19	shervinnd/IMDB-Sentiment-Analysis-LSTM 🔍 Dive into sentiment analysis with this LSTM model on the IMDB dataset!...	19	Experimental	2	Jupyter Notebook
20	mohammad26845/persian_movie_dataset Persian language movies data from 'imvbox.com' website. دیتاست مجموعه فیلم های ایرانی	19	Experimental	3	—
21	pstat197/vignette-rnn Recurrent neural networks for sentiment classification in R of movie reviews	17	Experimental	—	HTML
22	saibhargavi-rapolu/Movie-Sentiment-Analysis NLP-based sentiment classifier for IMDb movie reviews using TF-IDF and...	14	Experimental	—	Jupyter Notebook
23	16A9DA/Movie-Sentiment Natural processing language project for movie sentiment.	14	Experimental	—	Jupyter Notebook
24	Ozzy-ZY/Ai_project_1_SentimentAnalysis a small Sentiment analysis Deep learning model that classifies movies...	14	Experimental	5	Python
25	Pranav0931/Movie-Review-Sentiment-Analysis- NLP-based Movie Review Sentiment Analysis on the IMDB 50K dataset with full...	14	Experimental	—	Jupyter Notebook
26	juandelsoglio/sentiment-analysis-netflix Clasificación de sentimientos en reseñas de Play Store usando Deep Learning...	13	Experimental	—	Jupyter Notebook
27	EleniKechrioti/Imdb-classification-ML Sentiment analysis on IMDb movie reviews using Machine Learning and Neural...	13	Experimental	—	Jupyter Notebook
28	BenGJ10/Movie-Sentiment-Analysis End-to-End Movie Sentiment Analysis using LSTM-RNN, with plans to integrate...	13	Experimental	—	Jupyter Notebook
29	Captmoonshot/data-bore A Django REST API with an embedded ML model for sentiment analysis of movie...	13	Experimental	10	JavaScript
30	S4turno0/movie-review 🎬 Analyze and share movie reviews effortlessly with this user-friendly...	13	Experimental	—	Jupyter Notebook
31	abrahammachad/imdb-sentiment-lstm 🎬 Analyze movie reviews using LSTM for accurate sentiment classification,...	13	Experimental	—	—
32	dlzcods/dana-sentiment-analysis This project aims to design a deep learning model with certain schemes to...	12	Experimental	7	Jupyter Notebook
33	GuglielmoCerri/IMDb-Sentiment-Analysis TensorFlow-based IMDb Sentiment Analysis	12	Experimental	5	Jupyter Notebook
34	HkFromMY/review-classification Assignment project to analyze review text and build a machine learning model...	11	Experimental	—	Jupyter Notebook
35	swarpatel23/MovieRatingSystem Movie Rating System Based on Review Sentiment.	11	Experimental	3	JavaScript
36	Ahmed-Abdellmoneim/IMDb-Top-250-Scraper-Review This project scrapes IMDb's Top 250 movies to gather extensive user reviews,...	11	Experimental	4	Jupyter Notebook
37	PapageorgiouMarios/ID3-IMDB-Sentiment-Analysis- Use Custom ID3 Machine Learning Algorithm to predict the sentiment of each...	11	Experimental	—	Jupyter Notebook
38	Aymen-Nacer/Sentiment-Analysis-of-IMDB-Movie-Reviews Built a sentiment analysis of IMDB movie reviews using state-of-art deep...	11	Experimental	3	CSS
39	yashjaincodex/imdb-review-sentiment This is the web application that scrap the reviews of the movies from imdb...	11	Experimental	—	PureBasic
40	LakshayD02/Sentiment_Analysis_of_Movie_Reviews This repository contains a Python program that performs sentiment analysis...	11	Experimental	4	HTML
41	TravelXML/TENSORFLOW-AND-KERAS-SENTIMENT-ANALYSIS-USING-RNN NLP: Sentiment Analysis using TensorFlow and Keras: This project implements...	10	Experimental	2	Jupyter Notebook
42	AICrafter08/IMDB-Sentiment-Analysis It offers an in-depth exploration into classifying IMDB movie reviews using...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

AI-Sentiment-Analysis-on-IMDB-Dataset and Sentiment-Analysis-of-IMDB-Movie-Reviews (36 vs 36) Sentiment-Analysis-of-IMDB-Movie-Reviews and IMDB_Sentiment_Analysis (36 vs 26) Sentiment-Analysis-of-IMDB-Movie-Reviews and IMDB-Sentiment-Analysis-LSTM (36 vs 22) Sentiment-Analysis-of-IMDB-Movie-Reviews and movie-review-sentiment-analysis-bilstm (36 vs 21)