Blockly Earthquake Transformer is an interactive training platform that makes seismic phase-picking workflows configurable through a guided interface instead of direct code edits.

What it does

  • Wraps EQTransformer-based training and inference in a form-driven workflow
  • Supports pretrained models, transfer learning, and fine-tuning
  • Extends beyond standard P and S picks when labeled data exists
  • Produces reusable experiments, visualizations, and publishable outputs

Why it matters

The project lowers the barrier between geoscience researchers and deep-learning tooling. It makes configuration, experimentation, and repeatability more accessible to users who care about the scientific problem more than the implementation details.