bambi
Poe the Poet
bambi | Poe the Poet | |
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5 | 8 | |
1,013 | 1,289 | |
0.9% | - | |
8.0 | 8.0 | |
6 days ago | 2 days ago | |
Python | Python | |
MIT License | MIT License |
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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/
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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
Poe the Poet
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Template repository for Python projects
Compatible with the new pyproject.toml standard, and working well with poetry, there's poethepoet. It's a good alternative, it keeps in the python environment, it's installable through pip(x), and it's cross platform for the windows pythonistas (and there are some, not everyone has more than 1 computer at home...)
- Alternatives to Makefile for Python
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Which not so well known Python packages do you like to use on a regular basis and why?
I use Poe The Poet https://github.com/nat-n/poethepoet.
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Python toolkits
So the Poetry maintainer has explained here about why they don’t have the better scripts support you mentioned. However, someone has already built this plugin for Poetry to achieve it.
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Who’s the Poet Working at Reddit?
Poe the Poet, probably.
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Poe the Poet is a task runner that works well with poetry.
I've been working on this tool for a while now, which I'm starting to feel is ready for a bit more exposure, it's called Poe the Poet.
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Building a Micro Business: What Services I Pay For
nat-n: developer of poethepoet
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what are 3 django packages everyone should know about?
poe: Not Django-specific, but nice task-runner that uses pyproject.toml
What are some alternatives?
deffcode - A cross-platform High-performance FFmpeg based Real-time Video Frames Decoder in Pure Python 🎞️⚡
warehouse - The Python Package Index
brms - brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
Python Packages Project Generator - 🚀 Your next Python package needs a bleeding-edge project structure.
mistletoe - A fast, extensible and spec-compliant Markdown parser in pure Python.
devpi
vimtk - A vim toolkit focused on gvim, IPython, and the terminal.
Poetry - Python packaging and dependency management made easy
pyroute2 - Python Netlink and PF_ROUTE library — network configuration and monitoring
localshop - local pypi server (custom packages and auto-mirroring of pypi)
static-frame - Immutable and statically-typeable DataFrames with runtime type and data validation
bandersnatch