Pipcook

Through the Boa module, Pipcook enables JavaScript developers to directly use Python packages like TensorFlow and scikit-learn in Node.js, as stated in the README, bridging ecosystems without deep Python knowledge.

The framework uses swappable modules for datasets, training, and deployment, allowing flexible pipeline customization and promoting reusability, as highlighted in its principles.

It outputs trained models as NPM packages with JavaScript functions and provides a CLI for easy training and serving, specifically targeting Web engineers to lower ML barriers.

Pipboard offers a web-based interface to explore training logs and models, such as the MNIST showcase, enhancing the learning and debugging experience directly in the browser.