iterative

iterative

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28 repositories on SrcLog

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28 Repos
26.8k Stars
3.7k Forks
3.2k Watchers

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Repositories (28)

dvc treeverse/dvc Python

🦉 Data Versioning and ML Experiments

16k
cml iterative/cml JavaScript

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

4.2k
datachain datachain-ai/datachain Python

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

2.7k
mlem iterative/mlem Python

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

720
PyDrive2 iterative/PyDrive2 Python

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

669
shtab tqdm/shtab Python

↔️ Automagic shell tab completion for Python CLI applications

484
dvc.org treeverse/dvc.org JavaScript

📖 DVC documentation website

385
terraform-provider-iterative iterative/terraform-provider-iterative Go

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

296
vscode-dvc treeverse/vscode-dvc TypeScript

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

220
example-get-started treeverse/example-get-started Python

Get started DVC project (NLP, random forest)

203
dvclive treeverse/dvclive Python

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

195
gto iterative/gto Python

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

161
dataset-registry treeverse/dataset-registry

Dataset registry DVC project

88
awesome-iterative-projects iterative/awesome-iterative-projects

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

70
example-get-started-experiments treeverse/example-get-started-experiments Python

Get started DVC project

66
magnetic-tiles-defect iterative/magnetic-tiles-defect Jupyter Notebook

Demo Computer Vision Project

65
course-ds-base iterative/course-ds-base Jupyter Notebook
48
demo-bank-customer-churn iterative/demo-bank-customer-churn Jupyter Notebook

Demo DVC project training a classification model on tabular data

41
aita_dataset iterative/aita_dataset Python

AITA dataset based on r/AmItheAsshole/

36
example_cml iterative/example_cml Python
30
cml_cloud_case iterative/cml_cloud_case Python
22
example-repos-dev iterative/example-repos-dev Python

Source code and generator scripts for example DVC projects

21
cml_base_case iterative/cml_base_case Python
20
dvc-bench iterative/dvc-bench Python

Benchmarks for DVC

20
pytest-servers datachain-ai/pytest-servers Python

Create temporary directories on the various filesystems for testing

18
VSCode-DVC-Workshop iterative/VSCode-DVC-Workshop Jupyter Notebook

Workshop about DVC VSCode Extension

16
cml_dvc_case iterative/cml_dvc_case Python
16
dvc-render iterative/dvc-render Python

Library for rendering DVC plots

8