| { | |
| "model_type": "lstm", | |
| "input_size": 8, | |
| "hidden_size": 128, | |
| "num_layers": 2, | |
| "dropout": 0.3, | |
| "sequence_length": 30, | |
| "prediction_days": 7, | |
| "features": [ | |
| "Returns", | |
| "High_Low", | |
| "Close_Open", | |
| "MA_5", | |
| "MA_20", | |
| "Volatility", | |
| "Volume_Change", | |
| "RSI" | |
| ], | |
| "companies_trained": [ | |
| "NVDA", | |
| "AAPL", | |
| "TSLA", | |
| "BYD", | |
| "TTE", | |
| "PLTR", | |
| "AMZN", | |
| "GOOGL", | |
| "MSFT", | |
| "AMD", | |
| "SMCI", | |
| "SNOW" | |
| ], | |
| "training_info": { | |
| "epochs": 100, | |
| "batch_size": 32, | |
| "learning_rate": 0.001, | |
| "optimizer": "Adam", | |
| "loss_function": "MSE" | |
| } | |
| } |