Guild AI is an open source toolkit that automates and optimizes machine learning experiments.
This project was created by following the Guild AI Get Started guide.
- Install Guild AI
pip install guildai
- Initialize the environment
guild init
- View available operations
guild ops
Example: SVM Classifier (source)
- Train the classifier
guild run iris-svm:train kernel='[linear,poly,rbf]'
- Compare results visually
guild tensorboard --tab images