bambi
vimtk
| bambi | vimtk | |
|---|---|---|
| 5 | 4 | |
| 1,013 | 9 | |
| 0.9% | - | |
| 8.0 | 5.4 | |
| 5 days ago | 6 days ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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bambi
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Bayesian Structural Equation Modeling using blavaan
It is much less challenging with Bambi[1] and brms[2].
[1] https://bambinos.github.io/bambi/ -
Ask HN: What Are You Learning?
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.
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how can I build a regression model which is penalised for moving away from an assumed set of coefficients?
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.
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Which not so well known Python packages do you like to use on a regular basis and why?
For those interested in Bayesian modeling in Python we also have Bambi https://github.com/bambinos/bambi
- Release Bambi 0.6.0 · bambinos/bambi
vimtk
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quickopen - A useful snippet for your vimrc
quickopen is also available as a functionvimtk#quickopen from my vimtk plugin.
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Which not so well known Python packages do you like to use on a regular basis and why?
The pyperclip library is responsible for a good portion of my productivity. It powers my vimtk vim plugin, which lets you `a` on a line or visual selection, then it copy / pastes that line into the most recently opened terminal, and then returns focus back to gvim (it does require gvim, because I don't know how to differentiate between a terminal where you are executing bash/python and a terminal you are using vim to edit with; if anyone has ideas on how to do this I'd love to know).
- Vim 9 script, or viml, or lua for newbs?
- two types of programmers: terminal users and noobs -Confucius
What are some alternatives?
deffcode - A cross-platform High-performance FFmpeg based Real-time Video Frames Decoder in Pure Python 🎞️⚡
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
brms - brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
openapi-generator - OpenAPI Generator allows generation of API client libraries (SDK generation), server stubs, documentation and configuration automatically given an OpenAPI Spec (v2, v3)
mistletoe - A fast, extensible and spec-compliant Markdown parser in pure Python.
udemy-dl - A cross-platform python based utility to download courses from udemy for personal offline use.
pyroute2 - Python Netlink and PF_ROUTE library — network configuration and monitoring
NvChad - Blazing fast Neovim config providing solid defaults and a beautiful UI, enhancing your neovim experience.
static-frame - Immutable and statically-typeable DataFrames with runtime type and data validation
asciimatics - A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations
auto-editor - Auto-Editor: Effort free video editing!
rubygems - Library packaging and distribution for Ruby.