iterative

dvc treeverse/dvc Python

🦉 Data Versioning and ML Experiments

15.6k 1.3k

cml iterative/cml JavaScript

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

4.2k 344

datachain datachain-ai/datachain Python

Analytics, Versioning and ETL for multimodal data: video, audio, PDFs, images

2.7k 140

mlem iterative/mlem Python

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

717 42

PyDrive2 iterative/PyDrive2 Python

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

669 73

shtab iterative/shtab Python

↔️ Automagic shell tab completion for Python CLI applications

450 40

dvc.org treeverse/dvc.org JavaScript

📖 DVC documentation website

381 407

terraform-provider-iterative iterative/terraform-provider-iterative Go

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

295 30

vscode-dvc treeverse/vscode-dvc TypeScript

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

218 29

example-get-started treeverse/example-get-started Python

Get started DVC project (NLP, random forest)

196 186

dvclive treeverse/dvclive Python

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

189 39

gto iterative/gto Python

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

160 18

dataset-registry treeverse/dataset-registry

Dataset registry DVC project

86 41

awesome-iterative-projects iterative/awesome-iterative-projects

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

69 8

magnetic-tiles-defect iterative/magnetic-tiles-defect Jupyter Notebook

Demo Computer Vision Project

65 25

example-get-started-experiments treeverse/example-get-started-experiments Python

Get started DVC project

64 87

course-ds-base iterative/course-ds-base Jupyter Notebook

46 145

demo-bank-customer-churn iterative/demo-bank-customer-churn Jupyter Notebook

Demo DVC project training a classification model on tabular data

40 48

aita_dataset iterative/aita_dataset Python

AITA dataset based on r/AmItheAsshole/

34 10

example_cml iterative/example_cml Python

30 440

cml_cloud_case iterative/cml_cloud_case Python

22 13

example-repos-dev iterative/example-repos-dev Python

Source code and generator scripts for example DVC projects

21 13

cml_base_case iterative/cml_base_case Python

20 45

dvc-bench iterative/dvc-bench Python

Benchmarks for DVC

20 9

pytest-servers iterative/pytest-servers Python

Create temporary directories on the various filesystems for testing

18 5

VSCode-DVC-Workshop iterative/VSCode-DVC-Workshop Jupyter Notebook

Workshop about DVC VSCode Extension

16 5

cml_dvc_case iterative/cml_dvc_case Python

16 31

dvc-render iterative/dvc-render Python

Library for rendering DVC plots

8 5

Repositories (28)