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Ml Ops Python Packages

Python packages with the GitHub topic ml-ops. Sorted by monthly downloads, with stars and forks.
PrefectHQ
prefect

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

7.3M 24K 3K
PrefectHQ
prefect-aws

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

2.3M 24K 3K
PrefectHQ
prefect-gcp

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

1.2M 24K 3K
PrefectHQ
prefect-github

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

849K 24K 3K
PrefectHQ
prefect-docker

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

801K 24K 3K
PrefectHQ
prefect-client

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

600K 24K 3K
PrefectHQ
prefect-kubernetes

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

475K 24K 3K
PrefectHQ
prefect-ray

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

394K 24K 3K
PrefectHQ
prefect-shell

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

387K 24K 3K
PrefectHQ
prefect-sqlalchemy

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

324K 24K 3K
PrefectHQ
prefect-dbt

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

281K 24K 3K
PrefectHQ
prefect-slack

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

274K 24K 3K
PrefectHQ
prefect-snowflake

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

250K 24K 3K
PrefectHQ
prefect-dask

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

163K 24K 3K
PrefectHQ
prefect-azure

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

138K 24K 3K
PrefectHQ
prefect-redis

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

96K 24K 3K
PrefectHQ
prefect-gitlab

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

75K 24K 3K
PrefectHQ
prefect-email

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

64K 24K 3K
laminlabs
lamindb

Open-source data management for multimodal AI. Query, trace, and govern with a lineage-native, format-agnostic lakehouse for agents and teams. Supports biological formats and registries - by the creators of Scanpy. 🍊YC S22

44K 416 143
PrefectHQ
prefect-databricks

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

32K 24K 3K
laminlabs
lamindb-core

Open-source data management for multimodal AI. Query, trace, and govern with a lineage-native, format-agnostic lakehouse for agents and teams. Supports biological formats and registries - by the creators of Scanpy. 🍊YC S22

32K 416 143
PrefectHQ
prefect-bitbucket

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

28K 24K 3K
MatsMoll
aligned

The DBT of ML, as Aligned describes data dependencies in ML systems, and reduce technical data debt

6K 61 2
thenewflesh
flatiron

Standardized computer vision pipeline framework with a chainable API and procedurally defined model architecture

245 2 0
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology