An open API service indexing awesome lists of open source software.

Projects in Awesome Lists by iterative

A curated list of projects in awesome lists by iterative .

https://github.com/iterative/datachain

ETL, Analytics, Versioning for Unstructured Data

ai cv data-analytics data-wrangling embeddings llm llm-eval machine-learning mlops multimodal

Last synced: 18 Jun 2025

https://github.com/iterative/mlem

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

cli data-science deployment developer-tools git machine-learning mlem model-registry python

Last synced: 26 Mar 2025

https://github.com/iterative/PyDrive2

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

api documentation dvc gdrive google pages pydrive python

Last synced: 15 May 2025

https://github.com/iterative/pydrive2

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

api documentation dvc gdrive google pages pydrive python

Last synced: 14 May 2025

https://github.com/iterative/terraform-provider-iterative

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

aws azure cloud cloud-computing cloud-infrastructure cloud-orchestration cloud-storage cml data-science developer-tools gcp gpu hacktoberfest k8s machine-learning mlops terraform terraform-provider terraform-provider-iterative tpi

Last synced: 18 Jun 2025

https://github.com/iterative/vscode-dvc

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

data data-science dvc machine-learning python visual-studio-code vscode vscode-extension

Last synced: 18 Jun 2025

https://github.com/iterative/dvclive

πŸ“ˆ Log and track ML metrics, parameters, models with Git and/or DVC

deep-learning developer-tools dvc hacktoberfest logger machine-learning visualization

Last synced: 18 Jun 2025

https://github.com/iterative/gto

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

artifact-registry artifacts cli data-registry git git-tag git-tags model-registry models

Last synced: 18 Jun 2025

https://github.com/iterative/demo-bank-customer-churn

Demo DVC project training a classification model on tabular data

classification-algorithm example machine-learning pipeline python reproducibility

Last synced: 18 Jun 2025

https://github.com/iterative/setup-dvc

DVC GitHub action

Last synced: 18 Jun 2025

https://github.com/iterative/setup-cml

GitHub Action for CML setup

hacktoberfest

Last synced: 18 Jun 2025

https://github.com/iterative/workshop-uncool-mlops

Accompanies the uncool MLOps workshop

dvc workshop

Last synced: 17 Jul 2025

https://github.com/iterative/cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

Last synced: 13 Jul 2025

https://github.com/iterative/py-template

Hypermodern Python Cookiecutter

Last synced: 18 Jun 2025

https://github.com/iterative/scmrepo

SCM wrapper and fsspec filesystem for Git for use in DVC.

dulwich dvc git gitpython libgit2 mercurial pygit2 scm vcs

Last synced: 18 Jun 2025

https://github.com/iterative/example-repos-dev

Source code and generator scripts for example DVC projects

bash dvc example machine-learning open-source

Last synced: 10 Mar 2026

https://github.com/iterative/pytest-servers

Create temporary directories on the various filesystems for testing

dvc python storage test testing

Last synced: 26 Oct 2025

https://github.com/iterative/intellij-dvc

DVC integration plugin for Intellij IDEs including PyCharm, IntelliJ IDEA and CLion

Last synced: 10 Aug 2025

https://github.com/iterative/studio-support

❓ DVC Studio Issues, Question, and Discussions

data-science dvc machine-learning mlops support

Last synced: 04 Feb 2026

https://github.com/iterative/morefs

A collection of self-contained fsspec-based filesystems

Last synced: 18 Jun 2025

https://github.com/iterative/studio-selfhosted

This repository contains auxiliary installation code for self-hosting Studio

docker-compose packer self-hosting studio terraform

Last synced: 18 Jun 2025

https://github.com/iterative/dvc-objects

dvc objects - contains filesystem and object-db level abstractions to use in dvc and dvc-data

dvc package python

Last synced: 10 Sep 2025

https://github.com/iterative/dvcyaml-schema

Schema for dvc.yaml

dvc dvc-yaml jsonschema

Last synced: 12 Apr 2025

https://github.com/iterative/dvc-s3

AWS S3 plugin for dvc

aws-s3 dvc dvc-plugin package

Last synced: 28 Oct 2025

https://github.com/iterative/features

A collection of development container 'features' for machine learning and data science

data-science dvc features machine-learning

Last synced: 18 Jun 2025

https://github.com/iterative/dvc-task

Celery task queue used in DVC

celery dvc package queueing tasks

Last synced: 18 Jun 2025

https://github.com/iterative/example-versioning

Data sets and ML models versioning example from DVC get started

data-management docs dvc example versioning

Last synced: 04 Sep 2025

https://github.com/iterative/priority-list

:pick: Make a dent in GitHub issue & PR backlogs across repositories

Last synced: 18 Jun 2025

https://github.com/iterative/llm-demo

Demo of using DVC with LangChain

Last synced: 18 Jun 2025

https://github.com/iterative/example-pokemon-classifier

Example project with a CNN to train a PokΓ©mon type classifier.

dvc example jupyter-notebook machine-learning papermill python

Last synced: 18 Jun 2025

https://github.com/iterative/gto-action

βš™οΈ GTO Github Action

actions dvc gto

Last synced: 18 Jun 2025

https://github.com/iterative/dvc-render

Library for rendering DVC plots

dvc package plots rendering visualization

Last synced: 18 Jun 2025

https://github.com/iterative/dvc-s3-repo

Maintain deb and rpm repositories on s3

dvc-pkg-builder

Last synced: 18 Jun 2025

https://github.com/iterative/datachain-examples

LLM, CV, multimodal at scale

Last synced: 07 Jul 2025

https://github.com/iterative/dvc-studio-client

Client to interact with DVC Studio

dvc studio

Last synced: 18 Jun 2025

https://github.com/iterative/gatsby-theme-iterative

A Gatsby theme for shared logic between all the websites from iterative.ai

gatsby javascript theme

Last synced: 27 Jan 2026

https://github.com/iterative/link-check

A Node-based tool to verify if links are alive. Built to be used anywhere!

Last synced: 18 Jun 2025

https://github.com/iterative/course-checkpoints-project

This is the project we use for the DVC educational course to demonstrate how checkpoints work.

example

Last synced: 18 Jun 2025

https://github.com/iterative/evidently-dvc

Tutorial: Automate Data Validation and Model Monitoring Pipelines with DVC and Evidently

Last synced: 18 Jun 2025

https://github.com/iterative/stale-model-example

This is the repo for the Preventing Stale Models in Production blog post.

example machine-learning python

Last synced: 18 Jun 2025

https://github.com/iterative/dvc-checkpoints-mnist

Example of checkpoints in a DVC project training a simple convolutional neural net to classify MNIST data

example

Last synced: 07 May 2025

https://github.com/iterative/sqltrie

SQL-based prefix tree implementation inspired by pygtrie and python-diskcache

dvc internals sqlite trie

Last synced: 18 Jun 2025

https://github.com/iterative/dvc-gs

Google Storage plugin for dvc

dvc-plugin

Last synced: 18 Jun 2025

https://github.com/iterative/dvc-snap

dvc snap package

dvc-pkg-builder

Last synced: 08 Aug 2025

https://github.com/iterative/sagemaker-pipeline

An example project, showcasing a DVC pipeline using SageMaker SDK for data preparation and model training

dvc dvc-pipeline example sagemaker scikit-learn xgboost

Last synced: 18 Jun 2025

https://github.com/iterative/dvc-webdav

Webdav plugin for dvc

dvc-plugin

Last synced: 18 Jun 2025

https://github.com/iterative/dvc-exe

Private repository for building and signing dvc for windows

dvc-pkg-builder

Last synced: 18 Jun 2025

https://github.com/iterative/example_model_export_cml

Example on how to use CML to provision an AWS EC2 runner, train a model, and export the resulting model.

example

Last synced: 18 Jun 2025

https://github.com/iterative/dvc-learn-project

This is the project used in the DVC Learn Meetups and videos.

example

Last synced: 04 Mar 2026

https://github.com/iterative/reflink-copy

Python wrapper for `reflink_copy` Rust library

Last synced: 18 Jun 2025

https://github.com/iterative/blog-tpi-jupyter

Terraform Provider Iterative + Jupyter + TensorBoard + AWS/Azure/GCP/K8s

aws azure blog cloud demo example gcp gpu jupyter k8s keras notebook tensorboard ternsorflow terraform terraform-provider

Last synced: 09 Apr 2026

https://github.com/iterative/cookiecutter-dvc-plugin

A Cookiecutter template for dvc plugins

Last synced: 29 Oct 2025

https://github.com/iterative/dvc-azure

Azure plugin for dvc

dvc-plugin

Last synced: 10 Sep 2025

https://github.com/iterative/cnn_tutorial

CNN tutorial for DVC

example

Last synced: 22 Jul 2025

https://github.com/iterative/markdown-code-runner

Provides a parser to extract `code` and `code`{{execute}} blocks (like in katacoda) and utilities to run these in docker containers

Last synced: 18 Jun 2025

https://github.com/iterative/checkpoints-tutorial

This is the code used in the checkpoints tutorial.

dvc example machine-learning

Last synced: 18 Jun 2025

https://github.com/iterative/dvc-oss

Alibaba OSS plugin for dvc

dvc-plugin

Last synced: 14 Oct 2025

https://github.com/iterative/dvc-gdrive

Google Drive plugin for DVC

dvc-plugin

Last synced: 18 Jun 2025

https://github.com/iterative/telemetry-python

Common library to send usage telemetry

open-source python telemetry

Last synced: 18 Jun 2025

https://github.com/iterative/example-get-started-ssh-private-fixture

Frozen copy of the Get Started DVC project. Used in Studio tests to test SSH remote credentials.

dvc example test

Last synced: 18 Jun 2025

https://github.com/iterative/dvc-webhdfs

WebHDFS plugin for dvc

dvc-plugin

Last synced: 18 Jun 2025

https://github.com/iterative/dvclive-exp-tracking

Example repo to show how to start tracking experiments in DVC by adding DVCLive to your Python code.

Last synced: 18 Jun 2025

https://github.com/iterative/workshop-e2e-gitops-ml

A generated repository for a workshop on End2End GitOps-based ML

Last synced: 20 Jul 2025

https://github.com/iterative/dvc-ssh

SSH/SFTP plugin for dvc

dvc-plugin

Last synced: 18 Jun 2025

https://github.com/iterative/dvc-http

HTTP plugin for dvc

dvc-plugin

Last synced: 18 Jun 2025

https://github.com/iterative/dvc-hdfs

HDFS/WebHDFS plugin for dvc

dvc dvc-plugin hadoop hdfs plugin

Last synced: 11 Oct 2025

https://github.com/iterative/dvc-osxpkg

Repository for building and signing dvc for mac

dvc-pkg-builder

Last synced: 18 Jun 2025

https://github.com/iterative/helm-charts

πŸ“¦ Iterative Helm charts 🐳

helm-chart iterative kubernetes studio

Last synced: 18 Jun 2025

https://github.com/iterative/static

Static binary data hosting to avoid bloating other repo histories

assets hosting static static-site

Last synced: 02 Feb 2026

https://github.com/iterative/awesome-dvc-content

A repository containing links to the best DVC/DataChain related content

Last synced: 18 Jun 2025

https://github.com/iterative/example-get-started-s3-private-fixture

DVC Studio fixture to test private S3 remote storage

fixture test testing

Last synced: 02 Feb 2026

https://github.com/iterative/blog-tpi-bees

Terraform Provider Iterative + ML data & code -> AWS/Azure/GCP/K8s

aws azure blog cloud demo example gcp gpu k8s keras tensorflow terraform terraform-provider

Last synced: 08 Apr 2026

https://github.com/iterative/example-get-started-gdrive-private-fixture

Fixture to test GDrive credentials. Metrics and plots are stored in GDrive private storage.

dvc fixture studio test testing

Last synced: 13 Aug 2025