gptoolsStan 
gptools is a minimal package to publish Stan code for efficient Gaussian process inference. The package can be used with the cmdstanpy interface for Stan in Python.
Getting Started
- Install cmdstanpy and cmdstan if you haven't already (see here for details).
- Install gptools from PyPI by running
pip install gptools-stanfrom the command line. - Compile your first model.
from cmdstanpy import CmdStanModel
from gptools.stan import get_include
model = CmdStanModel(
stan_file="path/to/your/model.stan",
stanc_options={"include-paths": get_include()},
)
For an end-to-end example, see this notebook.
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Metadata
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Release files for gptools-stan 1.0.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| gptools_stan-1.0.0.tar.gz | 17.8 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| gptools_stan-1.0.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 37.7 kB
Release files / gptools_stan-1.0.0.tar.gz
| Download URL | gptools_stan-1.0.0.tar.gz |
|---|---|
| Size | 17.8 kB |
| Tags | Source |
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| Size | 19.9 kB |
| Tags | Python 3 |
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| Uploaded via |
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