mlops topic

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

determined-ai

ClearML Agent - ML-Ops made easy. ML-Ops scheduler & orchestration solution

allegroai

Crane is a easy-to-use and beautiful desktop application helps you build manage your container images.

InfuseAI

cube studio开源云原生一站式机器学习/深度学习/大模型AI平台，支持sso登录，多租户，大数据平台对接，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU，边缘计算，server...

tencentmusic

A Collection of GitHub Actions That Facilitate MLOps

machine-learning-apps

A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)

Galileo-Galilei

Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

polyaxon

A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

aniketmaurya

Open Source Data Annotation & Labeling Tools

zenml-io

☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes

iterative