iterative

🦉 Data Versioning and ML Experiments

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

ETL, Analytics, Versioning for Unstructured Data

🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞

Google Drive API Python wrapper library. Maintained fork of PyDrive.

↔️ Automagic shell tab completion for Python CLI applications

📖 DVC website and documentation

☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes

Machine learning experiment tracking and data versioning with DVC extension for VS Code

Get started DVC project (NLP, random forest)

📈 Log and track ML metrics, parameters, models with Git and/or DVC

🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.

Dataset registry DVC project

A list of projects relying on Iterative.AI tools to achieve awesomeness

Demo Computer Vision Project

Get started DVC project

Demo DVC project training a classification model on tabular data

AITA dataset based on r/AmItheAsshole/

Source code and generator scripts for example DVC projects

Benchmarks for DVC

Workshop about DVC VSCode Extension

Create temporary directories on the various filesystems for testing

Library for rendering DVC plots