pymc-bart

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updates: - [github.com/astral-sh/ruff-pre-commit: v0.3.7 → v0.4.3](https://github.com/astral-sh/ruff-pre-commit/compare/v0.3.7...v0.4.3) - [github.com/pre-commit/mirrors-mypy: v1.9.0 → v1.10.0](https://github.com/pre-commit/mirrors-mypy/compare/v1.9.0...v1.10.0)

pre-commit-ci[bot]

As we have new releases (https://github.com/pymc-devs/pymc/releases) regularly, I suggest we unpin the exact versions of PyMC and Arviz :) I also removed the pre-commit restrictions as they are not necessary

juanitorduz

EOF Error with pymc-bart on m2 mac

2

**Bug** Seems to be an error with spawning processes for sampling – full error below. Annoyingly, sometimes it samples, but most of the time it fails out, which makes me...

jacobpascalcoblentz

multiprocessing.Manager() leaves child process alive after deleting Model object.

5

Hello, I am not quite sure if this can be considered a bug, but I thought I would share. Feel free to close if this is too much of an...

twj8CDC

Defining multiple BART RVs in a pymc-bart model

3

Is it possible to define two BART RVs with different X and Y inputs in the same pymc-bart model? For example, using BART to estimate the nonlinear relationship for each...

cspanbauer

Getting a frequentist model from BART model

3

## Short Description Hi, I have been wordering if there is a way to connect the bart regression model with some other tree based model, like XGboost or sklearn's trees....

ggmirandac

Add function to compute SHAP values.

4

We may use the shap package and provide a utility function to make things much simpler for users. See #147 for a discussion. Alternatively, we may be able to take...

aloctavodia

`BART` crashing with `MutableData`

1

**Describe the bug** `pymc_bart.BART` fails to run when passing a `MutableData` response variable. **To Reproduce** ```python import numpy as np import pymc import pymc_bart as pmb X_train = np.random.normal(size=(100, 1))...

DanielRobertNicoud

BART model save, reload and new predictions

5

Hi, I have been trying to save, reload and generate new predictions with a model that includes a BARTRV. I am able to save the trace as a pickle (net_cdf...

twj8CDC

Broken pipe failures during sampling on MacOS

2

**Describe the bug** When sampling BART models on MacOS, I frequently (but not always) get broken pipe errors, presumably due to multiprocessing, towards the end of sampling runs. PMB version:...

fonnesbeck