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 35 movie review sentiment frameworks tracked. The highest-rated is nas5w/imdb-data at 37/100 with 12 stars.

Get all 35 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.	37	Emerging	12	JavaScript
2	RubixML/Sentiment An example project using a feed-forward neural network for text sentiment...	35	Emerging	115	PHP
3	VuBacktracking/mamba-text-classification Text Classification using Mamba Model	33	Emerging	27	Python
4	haoopeng/CNN-yelp-challenge-2016-sentiment-classification IPython Notebook for training a word-level Convolutional Neural Network...	32	Emerging	112	Jupyter Notebook
5	cmasch/cnn-text-classification Text classification with Convolution Neural Networks on Yelp, IMDB &...	32	Emerging	123	Jupyter Notebook
6	SrinidhiRaghavan/AI-Sentiment-Analysis-on-IMDB-Dataset Sentiment Analysis using Stochastic Gradient Descent on 50,000 Movie Reviews...	29	Experimental	62	Python
7	Taha533/Sentiment-Analysis-of-IMDB-Movie-Reviews This project focuses on sentiment analysis of movie reviews using the IMDb...	29	Experimental	6	Jupyter Notebook
8	HenriqueAssumpcao/SentiMentalHealth Pytorch implementation of a GRU-based RNN for Sentiment Analysis in Mental...	28	Experimental	6	Jupyter Notebook
9	Tony607/Yelp_review_generation How to generate realistic yelp restaurant reviews with Keras	25	Experimental	71	Jupyter Notebook
10	Lidizz/imdb-sentiment-analysis Repository for educational purposes. Designed around a compulsory assignment...	22	Experimental	—	Jupyter Notebook
11	TheRed-25/IMDB-Sentiment-Analysis-LSTM 🔍 Analyze IMDB movie reviews using LSTM for binary sentiment classification...	22	Experimental	—	Jupyter Notebook
12	roysaurabh1308/Sentiment-Analysis-using-RNN-LSTM-GRU-Bi.LSTM This project compares the four powerful deep learning models namely, RNN,...	21	Experimental	6	Jupyter Notebook
13	Sukanthan06/movie-review-sentiment-analysis IMDB movie review sentiment analysis using a SimpleRNN model, deployed with Streamlit	19	Experimental	—	Jupyter Notebook
14	tahamohmadf19-dev/movie-review-sentiment-analysis-bilstm Sentiment analysis on IMDB movie reviews using a Bidirectional LSTM neural...	19	Experimental	—	Jupyter Notebook
15	matakshay/IMDB_Sentiment_Analysis Sentiment Analysis Model which uses Deep Learning & Natural Language...	19	Experimental	4	Jupyter Notebook
16	hgabrali/Sentence-Polarity-Sentiment-Classifier An end-to-end NLP pipeline for binary sentiment classification using the...	19	Experimental	—	Jupyter Notebook
17	JayanthSrinivas06/Sarcasm-and-Irony-detection This project implements a Bidirectional LSTM (BiLSTM) model for text...	19	Experimental	3	Jupyter Notebook
18	rocky1638/movie-review-sentiment-analysis A small web app that classifies whether a movie review is a positive or...	17	Experimental	3	JavaScript
19	pstat197/vignette-rnn Recurrent neural networks for sentiment classification in R of movie reviews	15	Experimental	—	HTML
20	cs-joy/sentiment-app Movie Review Sentiment Analyzer - Through Django Framework	14	Experimental	4	Python
21	Pranav0931/Movie-Review-Sentiment-Analysis- NLP-based Movie Review Sentiment Analysis on the IMDB 50K dataset with full...	14	Experimental	—	Jupyter Notebook
22	dejanjovic1283-ui/end-to-end-nlp-sentiment-analysis IMDB sentiment analysis using NLP, TF-IDF, Logistic Regression, and Streamlit.	14	Experimental	—	Jupyter Notebook
23	16A9DA/Movie-Sentiment Natural processing language project for movie sentiment.	14	Experimental	—	Jupyter Notebook
24	abrahammachad/imdb-sentiment-lstm 🎬 Analyze movie reviews using LSTM for accurate sentiment classification,...	14	Experimental	—	—
25	juandelsoglio/sentiment-analysis-netflix Clasificación de sentimientos en reseñas de Play Store usando Deep Learning...	14	Experimental	—	Jupyter Notebook
26	S4turno0/movie-review 🎬 Analyze and share movie reviews effortlessly with this user-friendly...	14	Experimental	—	Jupyter Notebook
27	saibhargavi-rapolu/Movie-Sentiment-Analysis NLP-based sentiment classifier for IMDb movie reviews using TF-IDF and...	14	Experimental	—	Jupyter Notebook
28	lakshaybamel/sentiment-analysis-lstm-imdb LSTM-based sentiment analysis on IMDB dataset using PyTorch with full NLP...	14	Experimental	—	Jupyter Notebook
29	shervinnd/IMDB-Sentiment-Analysis-LSTM 🔍 Dive into sentiment analysis with this LSTM model on the IMDB dataset!...	13	Experimental	2	Jupyter Notebook
30	mohammad26845/persian_movie_dataset Persian language movies data from 'imvbox.com' website. دیتاست مجموعه فیلم های ایرانی	12	Experimental	3	—
31	EleniKechrioti/Imdb-classification-ML Sentiment analysis on IMDb movie reviews using Machine Learning and Neural...	11	Experimental	—	Jupyter Notebook
32	BenGJ10/Movie-Sentiment-Analysis End-to-End Movie Sentiment Analysis using LSTM-RNN, with plans to integrate...	11	Experimental	—	Jupyter Notebook
33	Ashly1991/rnn-text-classification-tf2 IMDB sentiment analysis with a from-scratch RNN in low-level TensorFlow 2...	11	Experimental	—	Jupyter Notebook
34	laythfadhala/Sentiment-Analysis This example uses model trained on movie reviews. This model scores the...	11	Experimental	—	JavaScript
35	alphapie77/BanglaMovieReviewer 🎬 AI-powered Bangla movie review sentiment analyzer with explainable AI....	11	Experimental	—	JavaScript