miniblog.

Today I learnt that A* doesn't work for an arbitrary non-planar graph, you need additional structure: https://stackoverflow.com/q/26568552/509706 This matches my experience with difftastic so far. The graph is non-planar and my best heuristic only matches Dijkstra perf in typical cases.

I've started playing again with A* search instead of Dijkstra for difftastic. So far it's only saved me visiting 3% of graph nodes, which is negligible. A* works best when you have a good heuristic, but finding a good heuristic is hard. Currently:

Snorkel is a project that encourages you to build heuristic functions to train a ML model on. It's a clever alternative to manually labelling data. https://www.snorkel.org/use-cases/01-spam-tutorial