10 results found Sort:

PrefectHQ
prefect PrefectHQ
1.7k
18.7k
apache-2.0
160
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
data ml-ops python prefect data-ops pipeline workflow automation data-science observability orchestration infrastructure workflow-engine data-engineering
Created 2018-06-29
18,849 commits to main branch, last one 4 hours ago
EthicalML
awesome-production-machine-learning EthicalML
2.3k
18.2k
mit
414
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
1,110 commits to master branch, last one 2 days ago
upgundecha
howtheysre upgundecha
799
9.3k
cc0-1.0
233
A curated collection of publicly available resources on how technology and tech-savvy organizations around the world practice Site Reliability Engineering (SRE)
sre devops ml-ops dev-ops on-call alerting security monitoring post-mortem reliability sre-culture hacktoberfest observability infrastructure chaos-engineering incident-response incident-management software-engineering hacktoberfest-accepted site-reliability-engineering
Created 2021-02-14
381 commits to main branch, last one 26 days ago
SE-ML
awesome-seml SE-ML
124
1.3k
cc0-1.0
43
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 3 years ago
sematic-ai
sematic sematic-ai
62
985
apache-2.0
12
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
1,089 commits to main branch, last one 2 months ago
vortico
flama vortico
15
272
apache-2.0
7
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
489 commits to master branch, last one 3 days ago
Azure-Samples
azure-databricks-mlops-mlflow Azure-Samples
53
84
mit
14
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 2 years ago
MatsMoll
aligned MatsMoll
2
55
other
10
The DBT of ML, as Aligned describes data dependencies in ML systems, and reduce technical data debt
ai ml dbt mlops ml-ops data-lake datacontracts feature-store data-contracts feature-engineering
Created 2022-04-27
442 commits to main branch, last one 8 days ago
NucleusEngineering
hack-your-pipe NucleusEngineering
3
28
apache-2.0
1
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 2 years ago
guidelabs
infembed guidelabs
1
26
bsd-3-clause
3
Find the samples, in the test data, on which your (generative) model makes mistakes.
ml llm ml-ops auditing error-detection slice-discovery interpretable-ai generative-models classification-model
Created 2024-01-21
75 commits to main branch, last one about a year ago