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GitHub / mnrozhkov / evidently

Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

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

Fork of evidentlyai/evidently
Stars: 1
Forks: 1
Open Issues: 0

License: apache-2.0
Language: Jupyter Notebook
Repo Size: 168 MB
Dependencies: 2,596

Created: about 1 year ago
Updated: 9 months ago
Last pushed: 8 months ago
Last synced: 8 months ago

Files

Readme

Dependencies

setup.py pypi

PyYAML >=5.1
fastapi >=0.98.0
fastapi-utils >=0.2.1
iterative-telemetry >=0.0.5
nltk >=3.6.7
numpy >=1.19.5
pandas >=1.3.5
plotly >=5.5.0
pyarrow >=11
pydantic >=1.10,<2
requests >=2.19.0
rich >=13
scikit-learn >=0.24.0
scipy >=1.5.4
statsmodels >=0.12.2
typer >=0.3
uvicorn >=0.22.0
watchdog >=3

.github/workflows/main.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite
actions/upload-artifact v3 composite

.github/workflows/release.yml actions

actions/checkout v3 composite
actions/checkout master composite
actions/setup-python v4 composite
actions/setup-python v1 composite
pypa/gh-action-pypi-publish master composite

examples/integrations/airflow_batch_monitoring/docker/airflow_base/Dockerfile docker

${PYTHON_BASE_IMAGE} latest build

examples/integrations/airflow_drift_detection/docker-compose.yml docker

postgres 9.6

examples/integrations/airflow_drift_detection/dockerfiles/Dockerfile docker

puckel/docker-airflow 1.10.9 build

examples/integrations/fastapi_monitoring/fastapi/Dockerfile docker

python 3.10-slim build

examples/integrations/fastapi_monitoring/streamlit_app/Dockerfile docker

python 3.10-slim build

examples/integrations/grafana_monitoring_service/Dockerfile docker

python 3.8-slim-buster build

examples/integrations/grafana_monitoring_service/docker-compose.yml docker

grafana/grafana latest
prom/prometheus latest

ui/service/package.json npm

shx ^0.3.4 development
webpack-cli ^5.1.3 development
@hookform/resolvers ^3.3.1
@material-table/core ^4.3.31
@material-ui/core ^4.11.0
@material-ui/icons ^4.9.1
@material-ui/lab ^4.0.0-alpha.55
@nivo/bar ^0.62.0
@nivo/line ^0.62.0
@nivo/scatterplot ^0.62.0
@types/jest ^27.0.1
@types/node ^16.7.13
@types/react ^18.0.0
@types/react-dom ^18.0.0
assert npm:[email protected]
buffer npm:[email protected]
plotly.js-cartesian-dist-min ^2.9.0
react ^16.13.1
react-app-polyfill ^1.0.6
react-dom ^16.13.1
react-double-scrollbar ^0.0.15
react-hook-form ^7.45.4
react-markdown ^8.0.1
react-plotly.js ^2.4.0
react-router-dom 6.15.0
react-scripts 5.0.1
stream npm:[email protected]
typescript ^4.4.2
web-vitals ^2.1.0
zod ^3.22.2

requirements.min.txt pypi

iterative-telemetry ==0.0.5
nltk ==3.6.7
numpy ==1.19.5
pandas ==1.3.5
plotly ==5.10.0
pyarrow ==11.0.0
pydantic ==1.10
requests ==2.19.0
rich ==13
scikit-learn ==0.24.0
scipy ==1.5.4
statsmodels ==0.12.2
typer ==0.3
watchdog ==3.0.0

.github/workflows/docker.yml actions

actions/checkout master composite

ui/standalone/package.json npm

shx ^0.3.4 development
source-map-explorer ^2.5.0 development
terser-webpack-plugin ^5.3.1 development
typescript ~4.4.3 development
webpack-bundle-analyzer ^4.5.0 development
webpack-cli ^4.8.0 development
@babel/core 7.9.0
@material-table/core ^4.3.31
@material-ui/core ^4.11.0
@material-ui/icons ^4.9.1
@material-ui/lab ^4.0.0-alpha.55
@nivo/bar ^0.62.0
@nivo/line ^0.62.0
@nivo/scatterplot ^0.62.0
@types/react ^16.9.0
@types/react-dom ^16.9.0
@types/react-plotly.js ^2.2.4
@typescript-eslint/eslint-plugin ^2.10.0
@typescript-eslint/parser ^2.10.0
babel-jest ^24.9.0
babel-preset-react-app ^9.1.2
buffer ^6.0.3
eslint ^6.6.0
eslint-config-react-app ^5.2.1
eslint-plugin-flowtype 4.6.0
eslint-plugin-import 2.20.1
eslint-plugin-jsx-a11y 6.2.3
eslint-plugin-react 7.19.0
eslint-plugin-react-hooks ^1.6.1
jest-environment-jsdom-fourteen 1.0.1
jest-watch-typeahead 0.4.2
plotly.js-cartesian-dist-min ^2.9.0
react ^16.13.1
react-app-polyfill ^1.0.6
react-dom ^16.13.1
react-markdown ^8.0.1
react-plotly.js ^2.4.0
ts-loader ^9.2.5
webpack 5.53.0

examples/integrations/airflow_batch_monitoring/docker/airflow_base/requirements.txt pypi

apache-airflow ==2.6.2
gitpython ==3.1.30
psycopg2-binary ==2.9.5

examples/integrations/airflow_batch_monitoring/requirements-dev.txt pypi

black ==22.8.0 development
flake8 ==4.0.1 development
mypy ==1.4.1 development
pytest ==6.2.5 development
types-PyYAML ==6.0.1 development
types-dataclasses ==0.6 development
types-requests ==2.26.0 development

examples/integrations/airflow_batch_monitoring/requirements.txt pypi

evidently ==0.3.3
fastparquet ==2023.2.0
numpy ==1.24.2
pandas ==1.5.3
pendulum *
psycopg2-binary ==2.9.6
pyarrow ==11.0.0
requests ==2.28.2
scikit-learn ==1.2.2
sqlalchemy *
tqdm *

examples/integrations/fastapi_monitoring/requirements-dev.txt pypi

black ==22.8.0 development
evidently ==0.3.2.1 development
fastapi ==0.95.1 development
fastparquet ==2023.2.0 development
flake8 ==4.0.1 development
httpx ==0.23.3 development
isort ==5.10.1 development
joblib ==1.2.0 development
mypy ==0.920 development
pandas ==1.5.3 development
pendulum ==2.1.2 development
pyarrow ==11.0.0 development
python-dotenv >=0.5.1 development
requests ==2.30.0 development
scikit-learn ==1.2.2 development
setuptools ==50.3.2 development
sqlalchemy ==2.0.12 development
tqdm ==4.65.0 development
types-PyYAML ==6.0.1 development
types-dataclasses ==0.6 development
types-requests ==2.26.0 development
wheel ==0.35.1 development

examples/integrations/fastapi_monitoring/requirements.txt pypi

evidently ==0.3.2.1
fastapi ==0.95.1
fastparquet ==2023.2.0
httpx ==0.23.3
joblib ==1.2.0
pandas ==1.5.3
pendulum ==2.1.2
psycopg2 ==2.9.5
pyarrow ==11.0.0
python-dotenv >=0.5.1
requests ==2.30.0
scikit-learn ==1.2.2
sqlalchemy ==2.0.12
tqdm ==4.65.0

examples/integrations/fastapi_monitoring/streamlit_app/requirements.txt pypi

requests ==2.30.0
streamlit ==1.22.0

examples/integrations/grafana_monitoring_service/metrics_app/requirements.txt pypi

examples/integrations/grafana_monitoring_service/requirements.txt pypi

PyYaml *
numpy >=1.19.5
pandas >=1.1.5
requests >=2.27.1
scikit-learn >=0.24.2

examples/integrations/mlflow_monitoring/requirements-dev.txt pypi

black ==22.8.0 development
flake8 ==4.0.1 development
isort ==5.10.1 development
mypy ==0.920 development
setuptools ==50.3.2 development
types-PyYAML ==6.0.1 development
types-dataclasses ==0.6 development
types-requests ==2.26.0 development
wheel ==0.35.1 development

examples/integrations/mlflow_monitoring/requirements.txt pypi

evidently ==0.4.1
ipykernel *
joblib ==1.2.0
joblib *
jupyter ==1.0.0
jupyter_contrib_nbextensions ==0.7.0
mlflow ==2.4.2
pandas ==1.5.3
pendulum ==2.1.2
plotly *
python-dotenv >=0.5.1
scikit-learn ==1.3.0
sqlalchemy ==2.0.12
tqdm ==4.65.0

examples/integrations/postgres_grafana_batch_monitoring/requirements.txt pypi

click *
evidently ==0.3.1
fastparquet ==2023.2.0
httpx ==0.23.3
pandas ==1.5.3
prefect ==2.9.0
psycopg2-binary ==2.9.5
pyarrow ==11.0.0
python-dotenv >=0.5.1
scikit-learn ==1.2.2
sqlalchemy *
tqdm *

examples/integrations/streamlit_dashboard/requirements.txt pypi

altair ==4.0
category_encoders ==2.6.0
evidently ==0.2.6
jupyter ==1.0.0
jupyter_contrib_nbextensions ==0.7.0
matplotlib ==3.7.0
numpy ==1.24.2
pandas ==1.5.3
pyarrow ==11.0.0
python-box ==5.4.1
pyyaml ==5.1
requests ==2.28.2
scikit-learn ==1.2.1
scipy ==1.10.1
seaborn ==0.12.2
streamlit ==1.19.0

requirements.dev.txt pypi

black ==22.8.0 development
fastapi <=0.102.0 development
fastapi-utils * development
flake8 ==4.0.1 development
isort ==5.10.1 development
jupyter ==1.0.0 development
mypy ==0.920 development
pillow ==9.5.0 development
pyarrow * development
pytest ==6.2.5 development
setuptools ==50.3.2 development
types-PyYAML ==6.0.1 development
types-dataclasses ==0.6 development
types-python-dateutil ==2.8.19 development
types-requests ==2.26.0 development
uvicorn * development
wheel ==0.35.1 development

ui/service/yarn.lock npm

1394 dependencies

ui/standalone/yarn.lock npm

945 dependencies