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I know this sounds crazy on the surface level, but I really wish I could do data engineering and machine learning with TypeScript instead of Python. TypeScript

by munro 6y ago

I know this sounds crazy on the surface level, but I really wish I could do data engineering and machine learning with TypeScript instead of Python. TypeScript's type system is so good, it makes refactoring large projects so easy. Python's typing module leaves a lot to be desired, and on top of that PyCharm doesn't properly support everything. Perhaps I should switch to VSCode--but I do like IntelliJ, and it works really well for TypeScript.

searchableguy 6y ago
Deno has built in support for web gpu. You might wanna check that out. It's very early stage.
breck 6y ago
There are a number of newer projects in this area. Arquero from Heer's Group (https://observablehq.com/collection/@uwdata/arquero https://observablehq.com/collection/@uwdata/arquero), TensorFlowJs (https://github.com/tensorflow/tfjs https://github.com/tensorflow/tfjs), and (biased) CoreTable from OurWorldInData (https://github.com/owid/owid-grapher/tree/next/coreTable https://github.com/owid/owid-grapher/tree/next/coreTable).
deleted 6y ago
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