PyTorch

Opytimizer is easily integrated with other frameworks. One can integrate it with the PyTorch package to work with machine learning and meta-heuristic optimization. We offer the following the pre-implemented scripts:

• cnn.py: Optimize hyperparameters from a Convolutional Neural Network;
• enhanced_neural_network.py: Optimize hyperparameters from a deep Neural Network;
• linear_regression.py: Optimize hyperparameters from a Linear Regression;
• logistic_regression.py: Optimize hyperparameters from a Logistic Regression;
• lstm.py: Optimize hyperparameters from a Long Short-Term Memory network;
• neural_network.py: Optimize hyperparameters from a shallow Neural Network.