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Ml Monitoring

A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.
Alternatives To Ml Monitoring
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Netdata67,808
20 days ago268gpl-3.0C
The open-source observability platform everyone needs!
Pixie5,247pypi pxapi} Downloads110 days ago15September 29, 2022254apache-2.0C++
Instant Kubernetes-Native Application Observability
Tensorwatch3,333pypi tensorwatch} Downloads618 months ago14March 04, 202051mitJupyter Notebook
Debugging, monitoring and visualization for Python Machine Learning and Data Science
Uptrain1,713
3 months ago26December 06, 202319apache-2.0Python
Your open-source LLM evaluation toolkit. Get scores for factual accuracy, context retrieval quality, tonality, and many more to understand the quality of your LLM applications
Nannyml1,695
3 months ago26November 28, 20239apache-2.0Python
nannyml: post-deployment data science in python
Mlrun1,177
3 months ago486December 07, 202388apache-2.0Python
Machine Learning automation and tracking
Chaos_genius671
3 months ago123mitPython
ML powered analytics engine for outlier detection and root cause analysis.
Openllmetry664
3 months ago21apache-2.0Python
Open-source observability for your LLM application, based on OpenTelemetry
Neptune Client518pypi neptune-client} Downloads64310 days ago197December 07, 202335apache-2.0Python
📘 The MLOps stack component for experiment tracking
Maze249
5 months ago21December 13, 20212otherPython
Maze Applied Reinforcement Learning Framework
Alternatives To Ml Monitoring
Select To Compare
Pixie ⭐ 5,247
Instant Kubernetes-Native Application Observability
dependent packages 1total releases 15most recent commit 10 days agopypi pxapi} Downloads
Nannyml ⭐ 1,695
nannyml: post-deployment data science in python
total releases 26most recent commit 3 months ago
Mlrun ⭐ 1,177
Machine Learning automation and tracking
total releases 486most recent commit 3 months ago
Neptune Client ⭐ 518
📘 The MLOps stack component for experiment tracking
dependent packages 43total releases 197most recent commit 10 days agopypi neptune-client} Downloads
Maze ⭐ 249
Maze Applied Reinforcement Learning Framework
total releases 21most recent commit 5 months ago


Suggest An Alternative To ml-monitoring
Alternative Project Comparisons
Ml Monitoring vs Netdata
Ml Monitoring vs Pixie
Ml Monitoring vs Tensorwatch
Ml Monitoring vs Uptrain
Ml Monitoring vs Nannyml
Ml Monitoring vs Mlrun
Ml Monitoring vs Chaos_genius
Ml Monitoring vs Openllmetry
Ml Monitoring vs Neptune Client
Ml Monitoring vs Maze
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