Comments (4)
+1
Maybe a summary like brms
or rstanarm
do in the R ecosystem. The PyMC3 summary would still be accessible via the pymc3.summary(model)
for those cases where you want to treat the model fit as 'just' a normal PyMC3 model.
from bambi.
f7f0cd1 provides some improvements (including suppressing output for the individual random effects, as mentioned above), but it would still be nice to have some basic model info included in the summary as well.
from bambi.
Other things to add:
- Basic info about number of chains, samples per chain, total samples, burn-in period
- Diagnostic stats for each parameter (effective_n and gelman_rubin)
from bambi.
Closed by 028d991.
from bambi.
Related Issues (20)
- Non covariate variables being detected as covariates HOT 2
- flowMC 0.3 update breaking API changes - No module named 'flowMC.sampler' HOT 1
- bambi dev version with bayeux give wrong posterior dims for hierarchical model (mixed and dropped dimensions) HOT 12
- Idea for entry in our FAQ
- Release after pymc 5.13.1 HOT 5
- Multidimensional Spline Implementation HOT 7
- Bambi's hierarchical modeling HOT 1
- jakewestfall.org link HOT 1
- Link to list examples broken in on of the examples HOT 3
- Sampler parameters not used when calling JAX samplers HOT 1
- Broken link in 1D HGSP example HOT 1
- Raise an error when there are invalid prior specifications HOT 1
- Meta analysis in Bambi HOT 1
- Progress bar for model.predict HOT 4
- Prior predictive checks with `interpret` HOT 2
- Error on Import HOT 1
- `include_group_specific ` docstring not rendering in quarto docs
- Setting alias to random intercept of the parent parameter unexpectedly changes the name of the factor dimension HOT 4
- Make `var_names` accessible in `model.fit()`
- Add function that returns the prior as a dictionary
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from bambi.