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GitHub / SachinVarghese / seldon-core

Machine Learning Deployment for Kubernetes

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SachinVarghese%2Fseldon-core

Fork of SeldonIO/seldon-core
Stars: 2
Forks: 0
Open Issues: 24

License: apache-2.0
Language: HTML
Repo Size: 113 MB
Dependencies: 542

Created: over 5 years ago
Updated: 10 months ago
Last pushed: 10 months ago
Last synced: 10 months ago

Files

Readme

Dependencies

examples/models/aws_eks_deep_mnist/requirements.txt pypi

tensorflow >=1.12.0

.github/workflows/alibiexplainer_tests.yml actions

actions/checkout v2 composite

.github/workflows/docs.yml actions

actions/checkout v2 composite

.github/workflows/executor_lint.yml actions

actions/checkout v2 composite

.github/workflows/executor_tests.yml actions

actions/checkout v2 composite

.github/workflows/operator_lint.yml actions

actions/checkout v2 composite

.github/workflows/operator_tests.yml actions

actions/checkout v2 composite

.github/workflows/python_lint.yml actions

actions/checkout v2 composite

.github/workflows/python_tests.yml actions

actions/checkout v2 composite

.github/workflows/security_tests.yml actions

actions/checkout v2 composite
snyk/actions/docker master composite

.github/workflows/stalebot.yml actions

actions/stale v5 composite

components/alibi-detect-server/Dockerfile docker

${BASE_IMAGE} ${VERSION} build
base latest build

components/alibi-explain-server/Dockerfile docker

${BASE_IMAGE} ${VERSION} build
base latest build

components/rclone-storage-initializer/Dockerfile docker

rclone/rclone 1.59.1 build
registry.access.redhat.com/ubi8/ubi-minimal latest build

components/storage-initializer/Dockerfile docker

registry.access.redhat.com/ubi8/python-36 latest build

core-builder/Dockerfile docker

openjdk 13.0.1-jdk-buster build

examples/batch/hdfs-argo-workflows/Dockerfile docker

python 3.8 build

examples/init_containers/Dockerfile docker

rclone/rclone latest build

examples/kubeflow/pipeline/pipeline_steps/data_downloader/Dockerfile docker

python 3.7-slim build

examples/mnist_triton_e2e/pyproject.toml pypi

python ~3.8
tensorflow 2.6.2

examples/models/alibaba_ack_deep_mnist/requirements.txt pypi

tensorflow >=1.12.0

.github/workflows/alibidetect_tests.yml actions

actions/checkout v2 composite

components/alibi-detect-server/pyproject.toml pypi

black 21.7b0 develop
grpcio-tools 1.31.0 develop
gsutil 5.5 develop
isort 5.9.0 develop
mypy ^0.910 develop
mypy-protobuf 1.22 develop
pip-licenses ^3.5.2 develop
pytest ^6.2.4 develop
pytest-tornasync ^0.6.0 develop
requests-mock ^1.9.3 develop
tenacity ^8.0.1 develop
types-requests 2.26.0 develop
alibi-detect 0.9.0
cloudevents 1.2.0
dill 0.3.2
elasticsearch 7.9.1
fbprophet 0.6
google-cloud-core 1.4.1
google-cloud-storage 1.31.2
joblib 1.2.0
kfserving ^0.3
numpy 1.21.5
protobuf ^3.19.1
pystan 2.19.1.1
python >=3.7,<3.11
scikit-learn 0.24.2
seldon-core *
sh ^1.14.2
tensorflow 2.7.2
tornado ^6.1
transformers ^4.0

components/alibi-detect-server/requirements-gpu.txt pypi

dill *
torch *
transformers ==4.3.3

components/alibi-explain-server/requirements-apis.txt pypi

grpcio-tools ==1.31.0
mypy-protobuf ==1.22

components/alibi-explain-server/requirements-gpu.txt pypi

numpy ==1.20.1
xgboost ==1.3.3

components/drift-detection/cifar10/requirements_notebook.txt pypi

alibi-detect >=0.4.4
matplotlib >=3.1.1
tqdm >=4.45.0

components/drift-detection/nvidia-triton-cifar10/requirements_notebook.txt pypi

alibi-detect >=0.4.4
matplotlib >=3.1.1
tqdm >=4.45.0

components/outlier-detection/cifar10/requirements_notebook.txt pypi

alibi-detect >=0.4.0
matplotlib >=3.1.1

components/outlier-detection/nvidia-triton-cifar10/requirements_notebook.txt pypi

alibi-detect >=0.4.0
matplotlib >=3.1.1

components/routers/case_study/models/rf_model/requirements.txt pypi

joblib ==0.16.0
numpy ==1.19.4
scikit-learn ==0.23.2
scipy ==1.5.4

components/routers/case_study/models/xgb_model/requirements.txt pypi

joblib ==0.16.0
numpy ==1.19.4
scikit-learn ==0.23.2
scipy ==1.5.4
xgboost ==1.2.0

components/routers/case_study/requirements.txt pypi

components/routers/epsilon-greedy/requirements.txt pypi

numpy >=1.15.1

components/routers/thompson-sampling/requirements.txt pypi

numpy >=1.15.1
redis ==3.5.3

components/routers/thompson-sampling/requirements_ts.txt pypi

numpy >=1.15.1

components/routers/thompson-sampling/requirements_ts_persistent.txt pypi

numpy >=1.15.1
redis ==3.5.3

doc/requirements.txt pypi

Jinja2 <3.1
Pygments >=2.4.1,<3
docutils <0.18
ipykernel >=5.1.0
ipython >=7.2.0
m2r2 >=0.2.5
nbsphinx >=0.4.2
nbsphinx-link >=1.2.0
readthedocs-sphinx-search ==0.1.0
sphinx ==3.2.1
sphinx-autobuild >=0.7.1
sphinx-autodoc-typehints >=1.6.0
sphinx-copybutton ==0.4.0
sphinx-panels ==0.6.0
sphinx_material ==0.0.32
sphinxcontrib-apidoc >=0.3.0
sphinxcontrib-youtube ==1.2.0

examples/cicd/sig-mlops-jenkins-classic/models/image_classifier/integration/requirements-dev.txt pypi

numpy * development
pytest * development
retrying * development
seldon_core * development

examples/cicd/sig-mlops-jenkins-classic/models/image_classifier/requirements-dev.txt pypi

pytest ==5.1.1 development

examples/cicd/sig-mlops-jenkins-classic/models/image_classifier/src/requirements.txt pypi

matplotlib ==3.1.2
torch ==1.3.1
torchvision ==0.4.2

examples/cicd/sig-mlops-jenkins-classic/models/news_classifier/integration/requirements-dev.txt pypi

numpy ==1.17.4 development
pytest ==5.3.1 development
retrying ==1.3.3 development
seldon-core ==1.0.0 development

examples/cicd/sig-mlops-jenkins-classic/models/news_classifier/requirements-dev.txt pypi

joblib ==0.13.2 development
pytest ==5.1.1 development
scikit-learn ==0.20.1 development

examples/cicd/sig-mlops-jenkins-classic/models/news_classifier/src/requirements.txt pypi

joblib ==0.13.2
pytest ==5.3.1

examples/cicd/sig-mlops-jenkins-classic/servers/torchserver/torchserver/requirements.txt pypi

joblib >=0.13.0
numpy >=1.8.2
scikit-learn ==0.20.3

examples/cicd/sig-mlops-seldon-jenkins-x/integration/requirements-dev.txt pypi

numpy * development
pytest * development
retrying * development
seldon_core * development

examples/cicd/sig-mlops-seldon-jenkins-x/requirements-dev.txt pypi

joblib ==0.13.2 development
pytest ==5.1.1 development
scikit-learn ==0.20.1 development

examples/cicd/sig-mlops-seldon-jenkins-x/src/requirements.txt pypi

joblib ==0.13.2
pytest ==5.1.1

examples/dvc/requirements.txt pypi

joblib >=0.13.0
numpy >=1.8.2
scikit-learn ==0.20.3

examples/explainers/imagenet/resources/transformer/requirements.txt pypi

grpcio ==1.32.0
grpcio-reflection ==1.32.0
tensorflow ==2.4.0

examples/feedback/feedback-metrics-server/requirements-dev.txt pypi

elasticsearch ==7.9.1 development

examples/feedback/reward-accuracy/requirements.txt pypi

joblib ==0.14.1
scikit-learn ==0.20.3

examples/kafka/cifar10/requirements.txt pypi

examples/kafka/kafka_keda/requirements.txt pypi

examples/kubeflow/pipeline/pipeline_steps/clean_text/requirements.txt pypi

click ==7.1.2
dill ==0.3.2
numpy ==1.19.1

examples/kubeflow/pipeline/pipeline_steps/data_downloader/requirements.txt pypi

click ==7.1.2
dill ==0.3.2
numpy ==1.19.1
pandas ==1.1.1
scikit-learn ==0.23.2

examples/kubeflow/pipeline/pipeline_steps/lr_text_classifier/requirements.txt pypi

click ==7.1.2
dill ==0.3.2
numpy ==1.19.1
scikit-learn ==0.23.2

examples/kubeflow/pipeline/pipeline_steps/spacy_tokenize/requirements.txt pypi

click ==7.1.2
dill ==0.3.2
numpy ==1.19.1
spacy ==2.3.2

examples/kubeflow/pipeline/pipeline_steps/tfidf_vectorizer/requirements.txt pypi

click ==7.1.2
dill ==0.3.2
numpy ==1.19.1
scikit-learn ==0.23.2

examples/kubeflow/requirements-dev.txt pypi

click ==7.1.2 development
dill ==0.3.2 development
kfp ==1.0.0 development
kubernetes ==11.0.0 development
numpy ==1.19.1 development
pandas ==1.1.1 development
python-dateutil ==2.8.1 development
scikit-learn ==0.23.2 development
seldon_core ==1.2.3 development
spacy ==2.3.2 development

components/alibi-detect-server/poetry.lock pypi

171 dependencies

components/alibi-explain-server/poetry.lock pypi

148 dependencies

examples/mnist_triton_e2e/poetry.lock pypi

absl-py 0.15.0
astunparse 1.6.3
cachetools 4.2.4
certifi 2021.10.8
charset-normalizer 2.0.7
clang 5.0
flatbuffers 1.12
gast 0.4.0
google-auth 1.35.0
google-auth-oauthlib 0.4.6
google-pasta 0.2.0
grpcio 1.41.1
h5py 3.1.0
idna 3.3
keras 2.6.0
keras-preprocessing 1.1.2
markdown 3.3.4
numpy 1.19.5
oauthlib 3.1.1
opt-einsum 3.3.0
protobuf 3.19.1
pyasn1 0.4.8
pyasn1-modules 0.2.8
requests 2.26.0
requests-oauthlib 1.3.0
rsa 4.7.2
six 1.15.0
tensorboard 2.6.0
tensorboard-data-server 0.6.1
tensorboard-plugin-wit 1.8.0
tensorflow 2.6.2
tensorflow-estimator 2.6.0
termcolor 1.1.0
typing-extensions 3.7.4.3
urllib3 1.26.7
werkzeug 2.0.2
wrapt 1.12.1