chore: prepare v0.2.4 release

Author: theo-barfoot

.github/workflows/python-package.yml

@@ -14,7 +14,7 @@ jobs:
       fail-fast: false
       matrix:
         python-version: ["3.10", "3.11", "3.12"]
-        torch-version: ["2.5.0", "2.11.0"]
+        torch-version: ["2.5.0", "2.13.0"]
         torch-type: ["stable"]
         include:
         - python-version: "3.12"

Dockerfile.pip-install

@@ -2,7 +2,7 @@
 
 FROM python:3.12-slim
 
-ARG PACKAGE_SPEC=torchsparsegradutils[all]==0.2.2
+ARG PACKAGE_SPEC=torchsparsegradutils[all]==0.2.4
 ARG TEST_DEPENDENCIES="pytest pytest-rerunfailures parameterized pyyaml"
 
 ENV CUDA_VISIBLE_DEVICES="" \
@@ -34,7 +34,7 @@ import torchsparsegradutils.jax as tsgu_jax
 from torchsparsegradutils import sparse_mm
 
 dist = metadata.distribution("torchsparsegradutils")
-assert dist.version == "0.2.2", dist.version
+assert dist.version == "0.2.4", dist.version
 
 requires = [requirement.lower() for requirement in dist.requires or []]
 for dependency in ("cupy-cuda12x", "jax"):

README.md

@@ -1,6 +1,6 @@
 # torchsparsegradutils: Sparsity-preserving gradient utility tools for PyTorch
 
-[![PyPI](https://img.shields.io/pypi/v/torchsparsegradutils.svg)](https://pypi.org/project/torchsparsegradutils/) [![Python Versions](https://img.shields.io/pypi/pyversions/torchsparsegradutils.svg)](https://pypi.org/project/torchsparsegradutils/) [![Downloads](https://img.shields.io/pypi/dm/torchsparsegradutils.svg)](https://pypi.org/project/torchsparsegradutils/) ![PyTorch 2.5+](https://img.shields.io/badge/PyTorch-2.5%2B-ee4c2c?logo=pytorch) ![Tested 2.5 / 2.11 / nightly](https://img.shields.io/badge/Tested-2.5%20|%202.11%20|%20nightly-ee4c2c?logo=pytorch) [![Build](https://github.com/cai4cai/torchsparsegradutils/actions/workflows/python-package.yml/badge.svg)](https://github.com/cai4cai/torchsparsegradutils/actions/workflows/python-package.yml) [![Docs](https://readthedocs.org/projects/torchsparsegradutils/badge/?version=latest)](https://readthedocs.org/projects/torchsparsegradutils) [![Code Style: Black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) [![License](https://img.shields.io/github/license/cai4cai/torchsparsegradutils)](LICENSE) [![status](https://joss.theoj.org/papers/6da0e92488d06f70c0a03d0a7cbfba7d/status.svg)](https://joss.theoj.org/papers/6da0e92488d06f70c0a03d0a7cbfba7d)
+[![PyPI](https://img.shields.io/pypi/v/torchsparsegradutils.svg)](https://pypi.org/project/torchsparsegradutils/) [![Python Versions](https://img.shields.io/pypi/pyversions/torchsparsegradutils.svg)](https://pypi.org/project/torchsparsegradutils/) [![Downloads](https://img.shields.io/pypi/dm/torchsparsegradutils.svg)](https://pypi.org/project/torchsparsegradutils/) ![PyTorch 2.5+](https://img.shields.io/badge/PyTorch-2.5%2B-ee4c2c?logo=pytorch) ![Tested 2.5 / 2.13 / nightly](https://img.shields.io/badge/Tested-2.5%20|%202.13%20|%20nightly-ee4c2c?logo=pytorch) [![Build](https://github.com/cai4cai/torchsparsegradutils/actions/workflows/python-package.yml/badge.svg)](https://github.com/cai4cai/torchsparsegradutils/actions/workflows/python-package.yml) [![Docs](https://readthedocs.org/projects/torchsparsegradutils/badge/?version=latest)](https://readthedocs.org/projects/torchsparsegradutils) [![Code Style: Black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black) [![License](https://img.shields.io/github/license/cai4cai/torchsparsegradutils)](LICENSE) [![status](https://joss.theoj.org/papers/6da0e92488d06f70c0a03d0a7cbfba7d/status.svg)](https://joss.theoj.org/papers/6da0e92488d06f70c0a03d0a7cbfba7d)
 
 A comprehensive collection of utility functions to work with PyTorch sparse tensors, ensuring memory efficiency and supporting various sparsity-preserving tensor operations with automatic differentiation. This package addresses fundamental gaps in PyTorch's sparse tensor ecosystem, providing essential operations that preserve sparsity in gradients during backpropagation.
 

docs/source/conf.py

@@ -15,8 +15,8 @@
 project = "torchsparsegradutils"
 copyright = "2026, CAI4CAI research group"
 author = "CAI4CAI research group"
-release = "0.2.3"
-version = "0.2.3"
+release = "0.2.4"
+version = "0.2.4"
 
 # -- General configuration ---------------------------------------------------
 # https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration

pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "torchsparsegradutils"
-version = "0.2.3"
+version = "0.2.4"
 description = "A collection of utility functions to work with PyTorch sparse tensors"
 readme = "README.md"
 requires-python = ">=3.10"