bambi VS vim-jumpsuite

It is much less challenging with Bambi[1] and brms[2].

  [1] https://bambinos.github.io/bambi/

I’m trying to learn statistics. I’m up to implementing regressions in python using sci-kit learn.

I was playing around with Bayesian modelling last night with https://bambinos.github.io/bambi/ But I’m not really sure how to interpret the outputs.

Always open to reading about learning resources/books/videos/courses from others.

I would suggest using Python's bambi; it is based on PyMC and it is very straightforward to use. We simply define our priors argument as a dictionary (quite literally: my_priors = {"feature_1": bmb.Prior("Normal", mu=4, sigma=4), "feature_n": bmb.Prior("Normal", mu=0.4, sigma=0.4)}) when creating our Bambi Model object and we are ready to go. They have a lot of worked exampling in their website.

For those interested in Bayesian modeling in Python we also have Bambi https://github.com/bambinos/bambi

Oh, you're in luck because I've actually written this exact plugin, it's called vim-jumpsuite. It is personally one of my special weapons that's becoming completely indispensable for me.

vim-jumpsuite: parses python tracebacks and identifies the most "interesting" part of the stack to create a jump list; despite vim being in the name, the python part of the plug-in is usable with any editors that supports parsing grep/quickfix-style output

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vim-jumpsuite for creating a quickfix/loclist jumps out of unittest tracebacks

vim-test with lieryan/vim-jumpsuite

For more elaborate cases, I wrote a plugin that summarises python traceback into the quickfix list. vim-jumpsuite is designed to be used when writing unittest/pytest; for each failing test, it'll try to pick the three most important locations that you'll want to jump to. You can also configure certain files/functions to never be picked by vim-jumpsuite.

Plug: one of the most valuable plugin for me are the vim plugin that I wrote myself: lieryan/vim-jumpsuite. It's a plugin to quickly jump to "interesting" line of code from your test suite by converting unittest reports to a Quickfix jumplist. The plugin uses some customizable heuristics to find the lines from tracebacks that are most likely to be most useful to your code.