mlflow/mlflow

platform for tracking, packaging, and managing machine learning models

Apache Airflow: workflow management platform
apache/airflow
MLOps Zoomcamp, free course on taking machine learning projects to production with tools and workflows
DataTalksClub/mlops-zoomcamp
framework for building modular collaborative AI workflows
epfl-dlab/aiflows
Curated list of open source libraries for deploying, monitoring, and scaling machine learning projects
EthicalML/awesome-production-machine-learning
data preparation and training system for parsing, generating, and evaluating high-quality data from noisy sources
OpenDCAI/DataFlow
Open source Notion alternative for projects, docs, and teamwork with data control
AppFlowy-IO/AppFlowy
library for training large models across any modality, config-driven and modular, from Apple Research
apple/ml-l3m
Scans your AI-generated images, grabs all the metadata and workflow info, and lets you search, tag, and organize everything—handy for keeping track of your Stable Diffusion creations
RupertAvery/DiffusionToolkit
Kubernetes-native distributed ML training and LLM fine-tuning
kubeflow/trainer
database for AI data, vectors, and deep learning workflows
activeloopai/deeplake