1. ML-Component Development
  2. Model versioning
  3. Open Source Tools for AI-Projects

Open Source Tools for AI-Projects

Displaying 1 - 10 of 31
dvc by iterative


🦉Data Version Control | Git for Data & Models | ML Experiments Management
determined by determined-ai


Determined: Deep Learning Training Platform
modelchimp by ModelChimp


Experiment tracking for machine and deep learning projects
pachyderm by pachyderm


The Complete MLOps Stack
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.
serving by tensorflow


A flexible, high-performance serving system for machine learning models
vespa by vespa-engine


The open big data serving engine. https://vespa.ai