1. Model versioning
  2. Data preparation
  3. Open Source Tools for AI-Projects

Open Source Tools for AI-Projects

Displaying 1 - 10 of 17
dvc by iterative


🦉Data Version Control | Git for Data & Models | ML Experiments Management
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.
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.
vespa by vespa-engine


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


Hopsworks - Data-Intensive AI platform with a Feature Store
sacred by IDSIA


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


♾️ CML - Continuous Machine Learning | CI/CD for ML