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meltygui-pycuda

Namespaced pycuda bindings maintained for MeltyGUI, based on the upstream source recorded in UPSTREAM.json. Original authorship and licenses are preserved. This repository contains the binding source and its release tooling.

uv pip install meltygui-pycuda
import meltygui_pycuda

The current release is 2026.1.post2, with wheels for Linux x86-64 (glibc 2.28 or newer) on CPython 3.11, 3.12 and 3.13. It installs meltygui_pycuda without overwriting the upstream pycuda package.

When no wheel matches

On any other platform or Python, pip and uv fall back to the source archive without saying that no wheel matched. The build prints a banner naming your platform and the prebuilt targets (installers show it with -v, or when the build fails), and stops at once with a short message if the CUDA headers are missing instead of compiling for a minute first. A source build needs a C++ compiler and a CUDA toolkit: put nvcc on PATH or set CUDA_ROOT. It takes about a minute and links the toolkit's own cuRAND rather than a bundled copy. uv ignores the upper Python bound, so on a newer Python it also builds from source; pip refuses instead. Pass --only-binary meltygui-pycuda to make a missing wheel an error rather than a compilation.

OpenGL interoperability and cuRAND are enabled. Wheels bundle cuRAND with its NVIDIA CUDA 12.1 license; the driver and nvcc are not bundled. Runtime kernel compilation still requires a compatible CUDA toolkit and NVIDIA driver.

Build

Docker is required. The manylinux image and Python build dependencies are pinned. The wheel is built from the generated source archive, which is also published for local compilation when a matching wheel is unavailable.

python3 tools/build.py --cuda-root /usr/local/cuda-12.1
python3 tools/verify.py dist
uvx --from twine==7.0.0 twine check --strict dist/*.whl dist/*.tar.gz

Use --sudo-docker if Docker requires sudo. Source builds require a C++ compiler and a CUDA toolkit with nvcc on PATH.

Publish

Pushes to main and pull requests build and test without uploading. A v* tag or a manual run with publish=true publishes the verified wheel and source archive through PyPI trusted publishing. Published versions cannot be replaced.

Configure a pending GitHub publisher at https://pypi.org/manage/account/publishing/:

Field Value
PyPI project meltygui-pycuda
Owner Attentio-AI
Repository meltygui-pycuda
Workflow release.yml
Environment pypi

Then, after the main-branch build passes, create and push v2026.1.post2. No API token belongs in this repository.

Licenses and changes

See LICENSE, LICENSES, and MELTYGUI.md. The primary changes are the Python namespace, pinned build dependencies, Python 3.12 support, and OpenGL/cuRAND enabled by default.

Metadata

Release files for meltygui-pycuda 2026.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for meltygui-pycuda 2026.2
File Size Uploaded
meltygui_pycuda-2026.2.tar.gz 1.7 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for meltygui-pycuda 2026.2
File Interpreter ABI Platform
meltygui_pycuda-2026.2-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details
meltygui_pycuda-2026.2-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details
meltygui_pycuda-2026.2-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.24+ x86-64, Linux glibc 2.28+ x86-64 Details

Total release size: 171.7 MB

Release files / meltygui_pycuda-2026.2.tar.gz

Download URL meltygui_pycuda-2026.2.tar.gz
Size 1.7 MB
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Release files / meltygui_pycuda-2026.2-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL meltygui_pycuda-2026.2-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 56.7 MB
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Release files / meltygui_pycuda-2026.2-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL meltygui_pycuda-2026.2-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 56.7 MB
Tags CPython 3.12 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
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Uploaded via uv/0.11.19 {"installer":{"name":"uv","version":"0.11.19","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"22.04","id":"jammy","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release files / meltygui_pycuda-2026.2-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl

Download URL meltygui_pycuda-2026.2-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Size 56.7 MB
Tags CPython 3.11 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64
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Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via uv/0.11.19 {"installer":{"name":"uv","version":"0.11.19","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"22.04","id":"jammy","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}

Release history Release notifications | RSS feed

This release

2026.2 This release

4 release files

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