SUOD
(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
315
41
ML-Component Development
pipelinex
PipelineX: Python package to build ML pipelines for experimentation with Kedro, MLflow, and more
178
9
flyte
Kubernetes-native workflow automation platform for complex, mission-critical data and ML processes at scale. It has been battle-tested at Lyft, Spotify, Freenome, and others and is truly open-source.
1998
203
ForestFlow
ForestFlow is a policy-driven Machine Learning Model Server. It is an LF AI Foundation incubation project.
57
14
alibi-detect
Algorithms for outlier, adversarial and drift detection
1207
125
snakemake
This is the development home of the workflow management system Snakemake. For general information, see
1278
305
adtk
A Python toolkit for rule-based/unsupervised anomaly detection in time series
789
101
onepanel
The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on any cloud and on-premises.
580
53
metaflow
:rocket: Build and manage real-life data science projects with ease!
5393
491
ctrl
Conditional Transformer Language Model for Controllable Generation
1616
178