model-management

Open source platform for the machine learning lifecycle

🚀 Build and manage real-life data science projects with ease!

Unified Model Serving Framework 🍱

Open Source ML Model Versioning, Metadata, and Experiment Management

Docker for Your ML/DL Models Based on OCI Artifacts

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

Developer platform for production ML.

Cloud Native ML/DL Platform

Experiment tracking for machine and deep learning projects

BentoML Example Projects 🎨

Make ML 🥶

Cloud Native Machine Learning Model Registry

Solution for deploying and managing end-to-end federated learning workflows

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

Evaluate and compare LLM outputs and build decision making workflows. Test prompt quality and catch regressions. https://docs.apolloapi.io

An opinionated framework for deploying, managing, and serving application workloads

A lightweight command line interface for the management of arbitrary machine learning tasks

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

mix reducer and class together, so we can use react useReducer like useClass, but still like use a reducer.

Polyaxon Clients & Langange SDKS