Comments (9)
@chiral-carbon Not that I know of, go ahead, looking forward to seeing what you cook up :).
from pymc-examples.
I had been planning to work on creating a notebook for BART and have started a bit of work on it. Is someone else also working on this?
from pymc-examples.
This could be a good start https://github.com/adamlauretig/pymc_bart/blob/master/pymc_bart.ipynb. @adamlauretig any interest in contributing this to https://github.com/pymc-devs/pymc-examples/?
from pymc-examples.
@twiecki Sure!
I have questions about the diagnostics, since the n_eff is so small. I'm not sure why, and I'm wary of making this official until I can explain it/how to fix it. Once that's resolved though, I'd be happy to contribute.
from pymc-examples.
I think that's fine to move ahead with. Most important are better explanations/intuitions and better plots of the results.
from pymc-examples.
Would be great to have an example for binary classification as well if possible. There's an un-verified example here: https://discourse.pymc.io/t/binary-classification-example-using-the-recently-added-bart-model/6420.
If we do draft something up and release, it would be worth mentioning that we don't support out of sample predictions yet (if that is still true).
from pymc-examples.
I can work on this, but probably not sooner than one or two weeks.
from pymc-examples.
Are there any updates here? Looking forward to constructing some hierarchical models with BART, but looking through some of the previous examples, would like to know if effective samples can be increased or out of sample accuracy comparable or exceeding RF can be achieved? Thanks!
from pymc-examples.
Thanks @twiecki, I hope I can do a good job! 👀
from pymc-examples.
Related Issues (20)
- Notebook Profiling needs to update to v5
- Slight Mis-Interpretation of Discrete Choice Theory HOT 2
- Broken link in MLDA example notebook HOT 1
- Broken link in MLDA intro page HOT 1
- Propensity Score Non-Parametric Models HOT 1
- Should you buy a house battery? HOT 2
- wrapping jax example code cell 22 returns error HOT 14
- Notebook Proposal : Time Series Modeling with HSGP: Baby Births Example HOT 2
- Do operator example still mentions PyMC-Experimental HOT 4
- pre-commit-ci fails HOT 6
- Divergences in Bayesian Non-parametric Causal Inference PyMC 5.10+
- Errors in "Introduction to Variational Inference with PyMC" notebook HOT 1
- Proposal: Add HSGP reference and examples
- Bug copying URL on iPhone HOT 1
- Divergences in examples/generalized_linear_models/GLM-ordinal-regression.ipynb HOT 5
- Bug in "Variational Inference: Bayesian Neural Networks" notebook
- Highlight backends in "faster sampler nb"
- Math rendering issue in golf putting example HOT 4
- Update data container notebook to reflect changes to `pm.Data`
- Broken link in Weibull Accelerated Failure Time Model notebook
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 pymc-examples.