8 results found Sort:

EthicalML
awesome-production-machine-learning EthicalML
2.2k
16.5k
mit
407
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
mlops ml-ops awesome data-mining awesome-list deep-learning ml-operations production-ml explainability large-scale-ml responsible-ai interpretability machine-learning privacy-preserving privacy-preserving-ml machine-learning-operations production-machine-learning large-scale-machine-learning privacy-preserving-machine-learning
Created 2018-08-15
796 commits to master branch, last one about a month ago
PrefectHQ
prefect PrefectHQ
1.5k
15.1k
apache-2.0
158
Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines
data ml-ops python prefect data-ops pipeline workflow automation data-science observability orchestration infrastructure workflow-engine data-engineering
Created 2018-06-29
16,781 commits to main branch, last one 11 hours ago
SE-ML
awesome-seml SE-ML
123
1.2k
cc0-1.0
45
A curated list of articles that cover the software engineering best practices for building machine learning applications.
ml-ops awesome awesome-list deep-learning machine-learning software-engineering
Created 2020-01-29
137 commits to master branch, last one 2 years ago
sematic-ai
sematic sematic-ai
55
949
other
10
An open-source ML pipeline development platform
ai ml mlops ml-ops python python3 pipeline ml-pipeline data-science ml-pipelines machine-learning
Created 2022-04-19
1,068 commits to main branch, last one about a month ago
vortico
flama vortico
15
255
apache-2.0
9
Fire up your models with the flame 🔥
api crud rest ml-ops schema apispec openapi restful swagger starlette components marshmallow type-system starlette-api machine-learning dependency-injection
Created 2018-09-27
389 commits to master branch, last one 6 months ago
Azure-Samples
azure-databricks-mlops-mlflow Azure-Samples
49
76
mit
15
Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.
ml azure mlops ml-ops mlflow python databricks ml-monitoring ml-operations ml-production mlflow-projects databricks-notebooks
Created 2021-01-29
109 commits to main branch, last one about a year ago
MatsMoll
aligned MatsMoll
1
47
apache-2.0
12
The DBT of ML, as Aligned describes data dependencies in ML systems, and reduce technical data debt
ai ml dbt mlops ml-ops datacontracts feature-store data-contracts feature-engineering
Created 2022-04-27
403 commits to main branch, last one 5 days ago
NucleusEngineering
hack-your-pipe NucleusEngineering
2
27
apache-2.0
2
Efficient streaming data ingestion, transformation & activation
ml-ops pubsub data-ops dataflow cloud-run vertex-ai apache-beam streaming-data data-engineering google-cloud-platform
Created 2023-01-05
180 commits to main branch, last one about a year ago