chuchichaestli

chuchichaestli is a collection of model architectures and other useful bits of code in use at the Intelligent Vision Systems group at the University of Applied Sciences Zurich (ZHAW).

Installation

Tagged releases are available as PyPI packages. To install the latest package, run:

pip install chuchichaestli

For the bleeding-edge package directly from the git main, clone the repository and run the following command in the root directory of the repository:

pip install -e .

Alternatively, you can install the package directly from GitHub:

pip install git+https://github.com/CAIIVS/chuchichaestli.git

Development

Releases and packages are automatically created with various GitHub action workflows. The general development workflow is as follows

checkout to a non-default branch to apply patches, features, etc.

each commit to a non-default branch triggers an install test (on latest Python versions) and a package build

open a PR

at opening and each subsequent commit to that PR, the build is uploaded to TestPyPI and a dev version is incremented (e.g. v1.2.0 -> v1.2.0-dev0)

once the PR is reviewed, it can be merged

at merge, the micro version is incremented on the main branch and tagged (e.g. v1.2.0-dev7 -> v1.2.1)
subsequently, a package is built, published to PyPI, and released on GitHub with the latest version tag

every once in a while it is necessary to bump minor or major versions

minor and major version can be triggered, by manually dispatching the on_dispatch.yml workflow
on the web interface (using the option minor or major), or
on CLI with gh workflow run on_dispatch.yml -f type=minor (or -f type=major)

Reusable workflows

In .github/workflows/ there are several reusable workflows which provide the basic utility for the triggered jobs:

test-install.yml
- test install on various Python versions (by default 3.10-3.12)
- ruff linting checks (stop build if error occurs)
- run unit tests with pytest
- upload test results (for prosperity)
build-package.yml
- build package for Python version 3.x
- upload package dist artifacts (by name)
github-release.yml
- download package dist artifact (by name)
- sign package dist with Sigstore
- create and upload GitHub release
phdenzel/hatch-bump@v*
- use hatch to increment a version
- commit and push changes

Triggered workflows

on_branches.yml
- triggers on commit to any branch (except main) not in a PR (pull request)
- runs test-install-python-version and build-package
on_pr.yml
- triggers on commit to a PR
- runs test-install-python-version, build-package, publish-to-testpypi, and version-bump-dev
on_merge.yml
- triggers on PR merge
- runs version-bump-on-merge (increments micro version on main)
on_push.yml
- triggers on push to the main branch upon automatic version change
- runs test-install-python-version, build-package, publish-to-pypi, github-release
on_dispatch.yml
- triggers on dispatch (e.g. by running gh workflow run on-dispatch.yml -f type=minor)
- runs version-bump (increments chosen type of version on main)

Metadata

Release files for chuchichaestli 0.2.18

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

Source distribution (sdist)

Source distribution for chuchichaestli 0.2.18
File	Size	Uploaded
chuchichaestli-0.2.18.tar.gz	430.1 kB	Aug 23, 2026	Details

Built distribution (wheel)

Table of built distributions (wheels) for chuchichaestli 0.2.18
File	Interpreter	ABI	Platform	Reset
chuchichaestli-0.2.18-py3-none-any.whl 172.3 kB Aug 23, 2026	Python 3	none	any	Details

Total release size: 602.4 kB

Release files / chuchichaestli-0.2.18.tar.gz

Download URL	chuchichaestli-0.2.18.tar.gz
Size	430.1 kB
Tags	Source
SHA-256 checksum How to use checksums	`12eab40f53f5e73367fac6efaddbfe652e4fd19b4c638a373fd859af63f099ac`
BLAKE2b-256 checksum How to use checksums	`c0a74ff8c39ec4287931027cd92f7f68a12d8aa296336213e5eae3ce506fc5da`
Upload date	Aug 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Release files / chuchichaestli-0.2.18-py3-none-any.whl

Download URL	chuchichaestli-0.2.18-py3-none-any.whl
Size	172.3 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`5b374787df79b8c17ee30a978bbee5695dd0339cb39ba90ed571c165bcbf82ee`
BLAKE2b-256 checksum How to use checksums	`0e5bf3fc821966284f3a7040f749426297a133b53fc15f84563946ee9144808a`
Upload date	Aug 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/7.0.0 CPython/3.13.14`