A hierarchy of data cleanliness/readiness for training ML systems on: https://towardsdatascience.com/ready-set-ai-preparing-nhs-medical-imaging-data-for-the-future-8e85ed5a2824
Includes an interesting argument for centralising data sharing/cleaning at the NHS level.
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Caddy is really growing on me. It's nice having a web proxy that includes letsencrypt functionality without any additional configuration.
I've tended to use nginx with a separate letsencrypt setup for projects before, and it's much more awkward.
Today I learnt about Solargraph, an LSP for Ruby which includes an impressive amount of type inference and type checking! https://solargraph.org/guides/type-checking
Type signatures are parsed from doc comments, similar to JSDoc with TypeScript.
Microsoft is writing a PHP parser that handles error recovery well, and the internals docs are really accessible.
It includes a discussion of handling trivia and even some sample parsing code.