Neuvol

Genetic algorithm to find the best neural network architecture with Keras

Neuvol is a genetic algorithm API for generating neural networks based on Keras. The main idea is to work with data only, without direct architecture constructing.

Grow your own neural network!

• Data in -> Neural Network Architecture out
• A large number of allowed layers types

Features:

• Supported data types: texts, images
• CNN, Dense, LSTM, Max polling are available
• Dropout and reshape sub-layers (Flattern) are available too

TODO

• Architectures distribution generation
• Images support
• More available layers
• Logo
• Serialiser
• Complex layer generation
• Experimental study
• Visualization