This repository provides PyTorch implementations of various deep learning models for aspect-based sentiment analysis (ABSA), including BERT-based approaches and attention mechanisms. It includes training scripts, inference examples, and supports both non-BERT models (using GloVe embeddings) and BERT-based models. The framework is designed for NLP research and application development in sentiment classification.