#Model-management

Showing 12 of 12 repositories tagged #model-management, ranked by stars

mlflow
mlflow
mlflow

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

Score
100
โ˜… 27.0k โ‘‚ 6.0k +5/day
Python
Netflix
Netflix
metaflow

Build, Manage and Deploy AI/ML Systems

Score
0
โ˜… 10.2k โ‘‚ 1.3k +1/day
Python
VertaAI
VertaAI
modeldb

Open Source ML Model Versioning, Metadata, and Experiment Management

Score
0
โ˜… 1.7k โ‘‚ 289 โ€”
Java
kleveross
kleveross
ormb

Docker for Your ML/DL Models Based on OCI Artifacts

Score
100
โ˜… 473 โ‘‚ 61 โ€”
Go
dessa-oss
dessa-oss
atlas

An Open Source, Self-Hosted Platform For Applied Deep Learning Development

Score
100
โ˜… 289 โ‘‚ 46 โ€”
Python
awesome-mlops
awesome-mlops
awesome-ml-experiment-management

A curated list of awesome open source tools and commercial products for ML Experiment Tracking and Management ๐Ÿš€

Score
60
โ˜… 163 โ‘‚ 10 โ€”
bentoml
bentoml
gallery

BentoML Example Projects ๐ŸŽจ

Score
80
โ˜… 145 โ‘‚ 47 โ€”
kleveross
kleveross
klever

Cloud Native ML/DL Platform

Score
50
โ˜… 132 โ‘‚ 20 โ€”
awesome-mlops
awesome-mlops
awesome-ml-monitoring

A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profiling data ๐Ÿš€

Score
40
โ˜… 94 โ‘‚ 15 โ€”
NimbleBoxAI
NimbleBoxAI
nbox

The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML ๐ŸŒธ

Score
20
โ˜… 87 โ‘‚ 12 โ€”
Python
kleveross
kleveross
klever-model-registry

Cloud Native Machine Learning Model Registry

Score
0
โ˜… 81 โ‘‚ 25 โ€”
Go
awesome-mlops
awesome-mlops
awesome-ml-serving

A curated list of awesome open source and commercial platforms for serving models in production ๐Ÿš€

Score
0
โ˜… 52 โ‘‚ 5 โ€”
Related Topics
#machine-learning#mlops#data-science#deep-learning#datascience#kubernetes#ai#ml#model-versioning#dataops#agents#llmops

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