Downloads · 30 days
0
sentiment-analysis
luchenxi44aly/sentiment-analysis
sentiment-analysis is a text classification model from luchenxi44aly. Use it when you need a label for a piece of text. It is set up for pytorch.
This project performs binary sentiment classification on IMDB movie reviews (positive/negative).
Access
Public
Updated May 16, 2026
Repo size
13.4 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.csv13.4 MB · 100%
At a glance
- Task
- Text Classification
- Library
- pytorch
- Access
- Public
- Created
- May 16, 2026
- Updated
- May 16, 2026
- SHA
- 5eb7e9d3
Try a prompt
Datasets
Model card
From the Hugging Face model README
IMDB Movie Review Sentiment Analysis
Overview
This project performs binary sentiment classification on IMDB movie reviews (positive/negative).
Model & Method
- Feature: TF-IDF
- Model: 2-layer fully connected network
- Framework: PyTorch
Performance
- Accuracy: 88%
Files
- train.py: training script
- imdb_balanced_10k.csv: dataset
- requirements.txt: dependencies
Run
pip install -r requirements.txt
python train.py
- Task
- Text Classification
- Library
- pytorch
- Created
- May 16, 2026
- Updated
- May 16, 2026