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GitHub / zenml-io / zenml

ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zenml-io%2Fzenml

Stars: 3,632
Forks: 397
Open Issues: 65

License: apache-2.0
Language: Python
Repo Size: 335 MB
Dependencies: 171

Created: over 3 years ago
Updated: about 1 month ago
Last pushed: about 1 month ago
Last synced: about 1 month ago

Topics: ai, automl, data-science, deep-learning, devops-tools, hacktoberfest, llm, llmops, machine-learning, metadata-tracking, ml, mlops, pipelines, production-ready, pytorch, tensorflow, workflow, zenml

Files

Readme

Dependencies

.github/actions/setup_environment/action.yml actions

actions/cache v2.1.6 composite
actions/setup-python v2 composite
snok/install-poetry v1.3.1 composite

.github/workflows/integration-test.yml actions

./.github/actions/setup_environment * composite
actions/checkout v2 composite
aws-actions/configure-aws-credentials v1 composite
easimon/maximize-build-space master composite
google-github-actions/auth v1 composite
google-github-actions/get-gke-credentials v0 composite
google-github-actions/setup-gcloud v1 composite
mxschmitt/action-tmate v3 composite

.github/workflows/mixpanel-test-data.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite

.github/workflows/pr_labeler.yml actions

JulienKode/team-labeler-action v0.1.1 composite
TimonVS/pr-labeler-action v3 composite

.github/workflows/publish_api_docs.yml actions

./.github/actions/setup_environment * composite
actions/checkout v2 composite
actions/setup-node v2 composite
actions/setup-python v2 composite

.github/workflows/publish_docker_image.yml actions

actions/checkout v2 composite
google-github-actions/setup-gcloud v0 composite

.github/workflows/publish_to_pypi.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite
snok/install-poetry v1 composite

.github/workflows/ci.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite

.github/workflows/codeql.yml actions

actions/checkout v3 composite
github/codeql-action/analyze v2 composite
github/codeql-action/init v2 composite

.github/workflows/image-optimiser.yml actions

actions/checkout v3 composite
calibreapp/image-actions main composite

.github/workflows/publish_helm_chart.yml actions

actions/checkout v3 composite
aws-actions/amazon-ecr-login v1 composite
aws-actions/configure-aws-credentials v2 composite

.github/workflows/release.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite

.github/workflows/setup-python-environment.yml actions

./.github/actions/setup_environment * composite
actions/checkout v3 composite
crate-ci/typos master composite
gaurav-nelson/github-action-markdown-link-check v1 composite
mxschmitt/action-tmate v3 composite

.github/workflows/templates-test.yml actions

jenseng/dynamic-uses v1 composite

.github/workflows/trivy-zenml-core.yml actions

actions/checkout v3 composite
aquasecurity/trivy-action master composite
github/codeql-action/upload-sarif v2 composite

.github/workflows/trivy-zenserver.yml actions

actions/checkout v3 composite
aquasecurity/trivy-action master composite
github/codeql-action/upload-sarif v2 composite

examples/quickstart/requirements.txt pypi

notebook *
pyarrow *
scikit-learn <1.3
zenml >=0.50.0

.github/workflows/update-templates-to-examples.yml actions

actions/checkout v3 composite
actions/github-script v4 composite
zenml-io/template-e2e-batch/.github/actions/e2e_template_test main composite

examples/e2e/requirements.txt pypi

zenml *

examples/generative_chat/requirements.txt pypi

faiss-cpu ==

examples/label_studio_text_annotation/requirements.txt pypi

pyproject.toml pypi

Jinja2 *
adlfs >=2021.10.0
alembic ~1.8.1
aws-profile-manager >=0.5.0
azure-identity >=1.4.0
azure-keyvault-secrets >=4.0.0
azure-mgmt-containerregistry >=10.0.0
azure-mgmt-containerservice >=20.0.0
azure-mgmt-resource >=21.0.0
azure-mgmt-storage >=20.0.0
azure-storage-blob >=12.0.0
bandit ^1.7.5
black ^23.10.0
boto3 >=1.16.0,<=1.24.59
click ^8.0.1,<8.1.4
click-params ^0.3.0
cloudpickle >=2.0.0,<3
copier >=8.1.0
coverage ^5.5
darglint ^1.8.1
distro ^1.6.0
docker ~6.1.0
fastapi >=0.75,<0.100
fastapi-utils ~0.2.1
gcsfs 2022.11.0
gitpython ^3.1.18
google-cloud-container >=2.21.0
google-cloud-secret-manager >=2.12.5
google-cloud-storage >=2.9.0
httplib2 <0.20,>=0.19.1
hvac >=0.11.2
hypothesis ^6.43.1
ipinfo >=4.4.3
jinja2-time ^0.2.0
kubernetes >=18.20.0
mike ^1.1.2
mkdocs ^1.2.3
mkdocs-awesome-pages-plugin ^2.6.1
mkdocs-material ^8.1.7
mkdocstrings ^0.17.0
mlstacks 0.7.8
mypy 1.6.1
orjson ~3.8.3
pandas >=1.1.5
passlib ~1.7.4
pre-commit ^2.14.0
psutil >=5.0.0
pydantic <1.11, >=1.9.0
pyjwt 2.7.*
pyment ^0.3.3
pymysql ~1.0.2
pyparsing <3,>=2.4.0
pytest ^7.4.0
pytest-clarity ^1.0.1
pytest-mock ^3.6.1
pytest-randomly ^3.10.1
python >=3.8,<3.12
python-dateutil ^2.8.1
python-multipart ~0.0.5
python-terraform ^0.10.1
pyyaml >=6.0.1
rich >=12.0.0
ruff ^0.1.0
s3fs 2022.11.0
sqlalchemy_utils 0.38.3
sqlmodel 0.0.8
tox ^3.24.3
types-Markdown ^3.3.6
types-Pillow ^9.2.1
types-PyMySQL ^1.0.4
types-PyYAML ^6.0.0
types-certifi ^2021.10.8.0
types-croniter ^1.0.2
types-futures ^3.3.1
types-passlib ^1.7.7
types-protobuf ^3.18.0
types-psutil ^5.8.13
types-python-dateutil ^2.8.2
types-python-slugify ^5.0.2
types-redis ^4.1.19
types-requests ^2.27.11
types-setuptools ^57.4.2
types-six ^1.16.2
types-termcolor ^1.1.2
typing-extensions >=3.7.4
uvicorn >=0.17.5

src/zenml/integrations/gcp/orchestrators/vertex_scheduler/requirements.txt pypi

google-api-python-client >=1.7.8,<2
google-cloud-aiplatform *

.github/workflows/nightly_build.yml actions

.github/workflows/publish_to_pypi_nightly.yml actions

actions/checkout v3 composite
actions/setup-python v2 composite
snok/install-poetry v1 composite

examples/nlp-case/gradio/Dockerfile docker

python 3.9 build

examples/nlp-case/gradio/requirements.txt pypi

IPython ==7.34.0
datasets ==2.12.0
gradio *
nltk *
numpy ==1.22.4
pandas ==1.5.3
scikit-learn ==1.2.2
session_info ==1.0.0
torch *
torchaudio *
torchvision *
transformers ==4.28.1

examples/nlp-case/requirements.txt pypi

accelerate *
gradio *
torchvision *
zenml ==0.50.0