walnutpie - the Within-orbit Adaptive Leapfrog No-U-Turn Sampler
Documentation
Documentation for walnutpie can be found on Github Pages.
Basic usage
import walnutpie as wp
def logp(x):
# your code here
lp = ...
gradient = ...
return lp, gradient
draws = wp.walnuts_pyfunc(logp, num_params=10)
print(wp.ess(draws))
Prior work
The design of this library is heavily influenced by both TinyStan and Nutpie.
1 maintainer
Metadata
1 maintainer
Release files for walnutpie 0.0.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| walnutpie-0.0.3.tar.gz | 67.0 kB | Details |
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| walnutpie-0.0.3-py3-none-win_amd64.whl | Python 3 | none | Windows x86-64 | Details |
| walnutpie-0.0.3-py3-none-musllinux_1_2_x86_64.whl | Python 3 | none | Linux musl 1.2+ x86-64 | Details |
| walnutpie-0.0.3-py3-none-musllinux_1_2_aarch64.whl | Python 3 | none | Linux musl 1.2+ ARM64 | Details |
| walnutpie-0.0.3-py3-none-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl | Python 3 | none | Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 | Details |
| walnutpie-0.0.3-py3-none-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl | Python 3 | none | Linux glibc 2.26+ ARM64, Linux glibc 2.28+ ARM64 | Details |
| walnutpie-0.0.3-py3-none-macosx_15_0_x86_64.whl | Python 3 | none | macOS 15.0+ x86-64 | Details |
| walnutpie-0.0.3-py3-none-macosx_15_0_arm64.whl | Python 3 | none | macOS 15.0+ ARM64 | Details |
Total release size: 20.4 MB
Release files / walnutpie-0.0.3.tar.gz
| Download URL | walnutpie-0.0.3.tar.gz |
|---|---|
| Size | 67.0 kB |
| Tags | Source |
|
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| Download URL | walnutpie-0.0.3-py3-none-win_amd64.whl |
|---|---|
| Size | 3.6 MB |
| Tags | Python 3 Windows x86-64 |
|
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| Download URL | walnutpie-0.0.3-py3-none-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 4.6 MB |
| Tags | Linux musl 1.2+ x86-64 Python 3 |
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| Tags | Linux musl 1.2+ ARM64 Python 3 |
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| Tags | Linux glibc 2.26+ ARM64 Linux glibc 2.28+ ARM64 Python 3 |
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| Size | 260.0 kB |
| Tags | Python 3 macOS 15.0+ x86-64 |
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| Size | 247.2 kB |
| Tags | Python 3 macOS 15.0+ ARM64 |
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