6 results found Sort:

whylabs
whylogs whylabs
121
2.7k
apache-2.0
33
An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collect...
mlops python dataops dataset logging analytics constraints ai-pipelines data-quality data-science ml-pipelines data-pipeline data-constraints machine-learning model-performance calculate-statistics approximate-statistics statistical-properties
Created 2020-08-14
931 commits to mainline branch, last one 5 days ago
sematic-ai
sematic sematic-ai
59
975
other
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
1,078 commits to main branch, last one about a month ago
zetane
ZetaForge zetane
12
116
agpl-3.0
5
Open source AI platform for rapid development of advanced AI and AGI pipelines.
ai ml agi gpt llm mlops claude python workflow zetaforge kubernetes data-science ml-pipelines developer-tools machine-learning workflow-orchestration
Created 2023-12-11
287 commits to main branch, last one 22 hours ago
udellgroup
oboe udellgroup
17
82
bsd-3-clause
12
An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.
automl ml-pipelines collaborative-filtering
Created 2018-02-13
304 commits to master branch, last one 3 years ago
evidentlyai
ml_observability_course evidentlyai
28
71
apache-2.0
5
Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in production.
mlops llmops data-drift data-quality ml-pipelines ml-monitoring ml-observability model-monitoring model-performance data-quality-checks machine-learning-operations production-machine-learning
Created 2023-10-05
288 commits to main branch, last one 12 months ago
bodywork-ml
ml-pipeline-engineering bodywork-ml
9
37
mit
5
Best practices for engineering ML pipelines.
mlops devops tutorial ml-pipelines machine-learning
Created 2021-07-01
69 commits to master branch, last one 2 years ago