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GitHub / kolenaIO / kolena

Python client for Kolena's machine learning testing platform

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kolenaIO%2Fkolena

Stars: 38
Forks: 4
Open Issues: 12

License: apache-2.0
Language: Python
Repo Size: 71.4 MB
Dependencies: 91

Created: about 1 year ago
Updated: 16 days ago
Last pushed: about 1 month ago
Last synced: about 1 month ago

Topics: evaluate-models, evaluation, evaluation-framework, evaluation-metrics, llmops, machine-learning, mlops, testing

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Dependencies

.github/workflows/docs.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite
aws-actions/configure-aws-credentials v2 composite
webfactory/ssh-agent v0.8.0 composite

.github/workflows/release.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite
aws-actions/configure-aws-credentials v2 composite
marvinpinto/action-automatic-releases v1.2.1 composite
pypa/gh-action-pypi-publish release/v1 composite
webfactory/ssh-agent v0.8.0 composite

examples/age_estimation/pyproject.toml pypi

kolena >=0.76.0,<1
pandera >=0.9.0,<0.16
python >=3.8,<3.12
s3fs ^2023.5.0

examples/classification/pyproject.toml pypi

fsspec ^2023.5.0
kolena >=0.81.0,<1
pandera >=0.9.0,<0.16
python >=3.8,<3.12
s3fs ^2023.5.0

examples/keypoint_detection/pyproject.toml pypi

fsspec ^2023.5.0
kolena >=0.76.0,<1
pandera >=0.9.0,<0.16
python >=3.8,<3.12
s3fs ^2023.5.0

examples/object_detection_2d/pyproject.toml pypi

fsspec ^2023.5.0
kolena >=0.84.0,<1
python >=3.8,<3.12
s3fs ^2023.5.0

examples/object_detection_3d/pyproject.toml pypi

dacite ^1.8.1
kolena >=0.76.0,<1
mmcv-lite >=2.0.0rc4
mmdet >=3.0.0
mmdet3d >=1.1.0
openmim ^0.3.9
pandera >=0.9.0,<0.16
pydantic >=1.10,<2.0
python >=3.8,<3.12

examples/question_answering/pyproject.toml pypi

bert-score ^0.3.13
evaluate ^0.4.0
kolena >=0.82.0,<1
python >=3.8,<3.11
rouge-score ^0.1.2
s3fs ^2022.7.1
torch --- - !ruby/hash:ActiveSupport::HashWithIndifferentAccess markers: sys_platform == 'darwin' and platform_machine == 'arm64' url: https://download.pytorch.org/whl/cpu/torch-2.0.1-cp39-none-macosx_11_0_arm64.whl - !ruby/hash:ActiveSupport::HashWithIndifferentAccess markers: sys_platform == 'darwin' and platform_machine == 'x86_64' url: https://download.pytorch.org/whl/cpu/torch-2.0.1-cp39-none-macosx_10_9_x86_64.whl - !ruby/hash:ActiveSupport::HashWithIndifferentAccess markers: sys_platform != 'darwin' version: 2.0.1 source: torch+cpu

examples/semantic_textual_similarity/pyproject.toml pypi

fsspec ^2023.5.0
kolena >=0.76.0,<1
pandera >=0.9.0,<0.16
python >=3.8,<3.12
s3fs ^2023.5.0

examples/text_summarization/pyproject.toml pypi

absl-py ^1.4.0
bert-score ^0.3.13
evaluate ^0.4.0
kolena >=0.76.0,<1
nltk ^3.8.1
numba ^0.56.0
opencv-python-headless ^4.6.0
pandera >=0.9.0,<0.16
python >=3.8,<3.11
rouge-score ^0.1.2
s3fs ^2022.7.1
sacrebleu ^2.3.1
scikit-learn ^1.1.2
torch ^2.0.1+cpu

pyproject.toml pypi

Pillow ^9.1.1
Shapely ^1.8.5
click ^8.1.3
dacite >=1.6,<2
deprecation ^2.1.0
importlib-metadata *
numpy --- - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: ">=1.19" python: ">=3.7,<3.11" - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: ">=1.23" python: ">=3.11"
pandas --- - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: ">=1.1,<1.6" python: ">=3.7,<3.11" - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: ">=1.5,<1.6" python: ">=3.11"
pandera >=0.9.0,<0.16
pyarrow >=8
pydantic >=1.10,<2
python >=3.7.1,<3.12
requests >=2.20,<2.30
requests-toolbelt *
retrying ^1.3.3
scikit-learn --- - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: ">=1.0,<1.0.3" python: ">=3.7.1,<3.8" optional: true - !ruby/hash:ActiveSupport::HashWithIndifferentAccess version: ">=1.2,<2" python: ">=3.8" optional: true
termcolor ^1.1.0
tqdm >=4,<5
typing-extensions ^4.5.0

examples/semantic_segmentation/pyproject.toml pypi

boto3 ^1.25
fsspec ^2023.5.0
kolena >=0.87.0,<1
opencv-python-headless >=4.6.0.66,<4.7
pandera >=0.9.0,<0.16
python >=3.8,<3.12
s3fs ^2023.5.0
scikit-image ^0.19.3
scikit-learn ^1.1.2