Ashly1991/rnn-text-classification-tf2

IMDB sentiment analysis with a from-scratch RNN in low-level TensorFlow 2 (no Keras RNN layers). Padding/truncation, vocab limits, and BPTT training.

/ 100

Experimental

No commits in the last 6 months.

Stale 6m No Package No Dependents

Maintenance 2 / 25

Adoption 0 / 25

Maturity 11 / 25

Community 0 / 25

Stars

—

Forks

—

Language

Jupyter Notebook

License

MIT

Category

Last pushed

Sep 23, 2025

Commits (30d)

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/nlp/Ashly1991/rnn-text-classification-tf2"

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

Higher-rated alternatives

rohanmistry231/Movie-Sentiment-Analysis-App

Description A Python-based web application for analyzing sentiment in movie reviews using NLP...

JayanthSrinivas06/Sarcasm-and-Irony-detection

This project implements a Bidirectional LSTM (BiLSTM) model for text classification using...

TarikKaanKoc/IMDB-Sentiment-Analysis-NLP

IMDB dataset having 50K movie reviews for natural language processing or Text analytics. This is...

dejanjovic1283-ui/end-to-end-nlp-sentiment-analysis

IMDB sentiment analysis using NLP, TF-IDF, Logistic Regression, and Streamlit.

lakshaybamel/sentiment-analysis-lstm-imdb

LSTM-based sentiment analysis on IMDB dataset using PyTorch with full NLP pipeline, training,...