3 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
936 commits to mainline branch, last one 23 days ago
evidentlyai
ml_observability_course evidentlyai
29
76
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 about a year ago
awesome-mlops
awesome-ml-monitoring awesome-mlops
6
71
apache-2.0
4
A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profiling data 🚀
aiops mlops dataops data-drift datascience model-drift data-quality data-science concept-drift data-cleaning deep-learning data-management data-monitoring machine-learning model-management model-monitoring model-performance model-explainability machine-learning-platform
Created 2022-04-20
1 commits to main branch, last one 2 years ago