name: evidently
version: 0.7.23
summary: Open-source tools to analyze, monitor, and debug machine learning model in production.
license: Apache Software License
requires_python: >=3.10
python_min: 3.10
install_size: 11.2 MB
module_format: py3-none-any
repo_url: https://github.com/evidentlyai/evidently
last_released_at: 2026-09-11T09:01:32Z
releases_last_12mo: 7
avg_days_between_releases: 13.9
platforms: any

## dependencies
certifi >=2024.7.4
cryptography >=43.0.1
deprecation >=2.1.0
dynaconf >=3.2.4
fsspec >=2024.9.0
iterative-telemetry >=0.0.5
litestar >=2.19.0
nltk >=3.6.7
numpy >=1.23.0
opentelemetry-proto >=1.25.0
pandas[parquet] >=1.3.5
plotly <6,>=5.10.0
pydantic >=1.10.16
pyyaml >=6.0.1
requests >=2.32.0
rich >=13
scikit-learn >=1.1.1
scipy >=1.10.0
statsmodels >=0.14.0
typer >=0.3
typing-inspect >=0.9.0
ujson >=5.4.0
urllib3 >=1.26.19
uuid6 >=2024.7.10
uvicorn[standard] >=0.22.0
watchdog >=3.0.0

## extras
[dev]
  httpx ==0.27.0
  jupyter ==1.0.0
  mypy ==1.1.1
  pandas-stubs <3,>=1.3.5
  pillow >=11.3.0
  pip-audit >=2.7.2
  pre-commit ==3.5.0
  pytest-asyncio ==0.23.7
  pytest-html >=4.2.0
  pytest-mock ==3.14.0
  pytest ==7.4.4
  ruff ==0.3.7
  setuptools ==65.5.1
  setuptools ==68.2.2
  tracely >=0.2.11
  types-dataclasses ==0.6
  types-python-dateutil ==2.8.19
  types-pyyaml ==6.0.1
  types-requests ==2.26.0
  types-ujson >=5.4.0
  wheel ==0.38.1
[fsspec]
  gcsfs >=2024.9.0
  s3fs >=2024.9.0
[gcs]
  gcsfs >=2024.9.0
[llm]
  evaluate >=0.4.1
  faiss-cpu >=1.8.0
  litellm >=1.74.3
  llama-index >=0.10
  openai >=1.16.2
  sentence-transformers >=2.7.0
  sqlvalidator >=0.0.20
  transformers[torch] >=4.39.3
[s3]
  s3fs >=2024.9.0
[spark]
  pyspark <4,>=3.4.0
[sql]
  alembic >=1.13.0
  psycopg2-binary >=2.9.0
  sqlalchemy >=2.0.0

## maintainers
Emeli Dral <emeli.dral@gmail.com>