Open Source Tools for AI-Projects

Displaying 1 - 10 of 16

dvc by iterative


🦉Data Version Control | Git for Data & Models | ML Experiments Management

determined by determined-ai


Determined: Deep Learning Training Platform

dagster by dagster-io


An orchestration platform for the development, production, and observation of data assets.

polyaxon by polyaxon


Machine Learning Management & Orchestration Platform (Monorepo for Polyaxon's MLOps Tools)

tfx by tensorflow


TFX is an end-to-end platform for deploying production ML pipelines

flyte by flyteorg


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.

mlflow by mlflow


Open source platform for the machine learning lifecycle

sacred by IDSIA


Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

clearml by allegroai


ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management

model-card-toolkit by tensorflow


a tool that leverages rich metadata and lineage information in MLMD to build a model card