This repository aggregates machine learning and deep learning models for stock market forecasting, including variants like LSTM, GRU, CNN-Seq2seq, and Transformer-based attention models. It also provides trading agents and bots that can execute strategies autonomously, along with simulation environments to backtest performance. The system includes sentiment-consensus forecasting and supports both historical analysis and real-time agent trading.