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Mlops Python Packages

Python packages with the GitHub topic mlops. Sorted by relevance, with stars and monthly downloads.
apache
apache-airflow-providers-common-sql

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

50.3M 45K 17K
mlflow
mlflow-skinny

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

38.3M 26K 6K
mlflow
mlflow

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

36.4M 26K 6K
great-expectations
great-expectations

Always know what to expect from your data.

31.5M 11K 2K
apache
apache-airflow-providers-fab

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

30.2M 45K 17K
wandb
wandb

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

25M 11K 864
apache
apache-airflow-providers-http

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

24M 45K 17K
apache
apache-airflow-providers-common-compat

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

22.2M 45K 17K
apache
apache-airflow-providers-databricks

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

22.1M 45K 17K
apache
apache-airflow-providers-cncf-kubernetes

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

21.4M 45K 17K
apache
apache-airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

20.3M 45K 17K
apache
apache-airflow-providers-snowflake

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

20.2M 45K 17K
mlflow
mlflow-tracing

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

16.2M 26K 6K
apache
apache-airflow-providers-ssh

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

16.2M 45K 17K
apache
apache-airflow-providers-imap

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

16.1M 45K 17K
apache
apache-airflow-providers-sqlite

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

15.9M 45K 17K
apache
apache-airflow-providers-mysql

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

14.9M 45K 17K
apache
apache-airflow-providers-google

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

14.7M 45K 17K
apache
apache-airflow-providers-ftp

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

14.5M 45K 17K
apache
apache-airflow-providers-smtp

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

14.1M 45K 17K
skops-dev
skops

skops is a Python library helping you share your scikit-learn based models and put them in production

14.1M 513 61
kubeflow
kfp

Machine Learning Pipelines for Kubeflow

13.7M 4K 2K
apache
apache-airflow-providers-common-io

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

10.4M 45K 17K
apache
apache-airflow-providers-slack

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

10.1M 45K 17K
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