evankost/twitter-sentiment-nlp-exploration
An end-to-end NLP project for Twitter sentiment classification. This repository compares multiple modeling paradigms, progressing from traditional machine learning (TF-IDF & Logistic Regression) to custom deep learning (Word2Vec & PyTorch FNN), and Transformer architectures (BERT & DistilBERT)
Stars
—
Forks
—
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Mar 09, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/nlp/evankost/twitter-sentiment-nlp-exploration"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
pysentimiento/pysentimiento
A Python multilingual toolkit for Sentiment Analysis and Social NLP tasks
bentrevett/pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
prrao87/fine-grained-sentiment
A comparison and discussion of different NLP methods for 5-class sentiment classification on the...
TheophileBlard/french-sentiment-analysis-with-bert
How good is BERT ? Comparing BERT to other state-of-the-art approaches on a French sentiment...
jon-chun/sentimentarcs_notebooks
SentimentArcs: a large ensemble of dozens of sentiment analysis models to analyze emotion in...