talos

Why we included this project

Talos targets the everyday TensorFlow and Keras workflow where you keep editing a script to try another learning rate or layer size, then rerun it by hand. Wrap your existing model definition in a scan call, hand it a grid of parameter values, and Talos runs the sweeps and reports which configurations performed best. It adds no new syntax and works with any standard Keras, tf.keras, or PyTorch model, so the code stays yours and you remain in control. For people who want tidy hyperparameter studies without standing up a heavyweight orchestration platform, it is a small, pragmatic tool.