SadikNawazAI/twitter-sentiment-ai

Feelings

Feelings is a custom Twitter sentiment classification model created by SadikNawazAI.

Model information

• Architecture: CNN text classifier
• Framework: PyTorch
• Training: From scratch
• Pretrained weights: None
• Tokenizer: Custom vocabulary tokenizer
• Task: Text classification

Supported labels

1. Negative
2. Neutral
3. Positive
4. Irrelevant

Files

• model.py: Neural network architecture
• inference.py: Prediction implementation
• feelings_model.pt: Complete model checkpoint
• best_model.pt: Best model weights
• requirements.txt: Dependencies

Usage

Install dependencies:

pip install -r requirements.txt