bambi
pyroute2
| bambi | pyroute2 | |
|---|---|---|
| 5 | 1 | |
| 1,013 | 910 | |
| 0.9% | - | |
| 8.0 | 9.1 | |
| 5 days ago | about 1 month ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
bambi
-
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.
-
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.
-
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
pyroute2
What are some alternatives?
deffcode - A cross-platform High-performance FFmpeg based Real-time Video Frames Decoder in Pure Python 🎞️⚡
mpire - A Python package for easy multiprocessing, but faster than multiprocessing
brms - brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
wireguard-namespace - Shell scripts to easily create and run programs in Linux network namespaces
mistletoe - A fast, extensible and spec-compliant Markdown parser in pure Python.
pdbpp - pdb++, a drop-in replacement for pdb (the Python debugger)
vimtk - A vim toolkit focused on gvim, IPython, and the terminal.
Construct - Construct: Declarative data structures for python that allow symmetric parsing and building
static-frame - Immutable and statically-typeable DataFrames with runtime type and data validation
Poe the Poet - A task runner that works well with poetry.
auto-editor - Auto-Editor: Effort free video editing!