GitHub Support CommunityHyperparameter tuning

Talos radically changes the ordinary Keras, TensorFlow (tf.keras), and PyTorch workflow by fully automating hyperparameter tuning and model evaluation. Talos exposes Keras and TensorFlow (tf.keras) and PyTorch functionality entirely and there is no new syntax or templates to learn.


Single-line optimize-to-predict pipeline talos.Scan(x, y, model, params).predict(x_test, y_test)
Automated hyperparameter optimization
Model generalization evaluator
Experiment analytics
Pseudo, Quasi, and Quantum Random search options
Grid search
Probabilistic optimizers
Single file custom optimization strategies
Dynamically change optimization strategy during experiment
Support for man-machine cooperative optimization strategy
Model candidate generality evaluation
Live training monitor
Experiment analytics

Official website

Tutorial and documentation

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