Projects in Awesome Lists by iterative
A curated list of projects in awesome lists by iterative .
https://github.com/iterative/cml
βΎοΈ CML - Continuous Machine Learning | CI/CD for ML
bitbucket-pipelines ci ci-cd cicd cli continuous-delivery continuous-integration data-science developer-tools github-actions gitlab-ci hacktoberfest machine-learning
Last synced: 12 May 2025
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
πΆ A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one dayπ€
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/shtab
βοΈ Automagic shell tab completion for Python CLI applications
argcomplete argopt argparse bash bash-completion cli completion developer-tools docopt documentation hacktoberfest pages python pyzshcomplete tab-completion tcsh zsh
Last synced: 14 May 2025
https://github.com/iterative/dvc.org
π DVC website and documentation
algolia algolia-search documentation documentation-site documentation-tool hacktoberfest markdown open-source page pages react website www
Last synced: 18 Jun 2025
https://github.com/iterative/terraform-provider-iterative
βοΈ 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/example-get-started
Get started DVC project (NLP, random forest)
dvc example machine-learning nlp python random-forest reproducibility reproducible reproducible-research
Last synced: 18 Jun 2025
https://github.com/iterative/dvclive
π 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
π·οΈ 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/dataset-registry
Dataset registry DVC project
data-science dataset dvc example machine-learning registry
Last synced: 18 Jun 2025
https://github.com/iterative/magnetic-tiles-defect
Demo Computer Vision Project
computer-vision deep-learning example machine-learning python
Last synced: 18 Jun 2025
https://github.com/iterative/example-get-started-experiments
Get started DVC project
computer-vision dvc example machine-learning python reproducibility reproducible-research
Last synced: 18 Jun 2025
https://github.com/iterative/course-ds-base
course data-science example python
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/workshop-uncool-mlops
Accompanies the uncool MLOps 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/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/dvc-bench
Benchmarks for DVC
airspeed-velocity asv benchmark benchmarks dvc performance-testing pytest-benchmark python testing
Last synced: 18 Jun 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
β 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
Last synced: 10 Sep 2025
https://github.com/iterative/cml.dev
π CML website and documentation
documentation documentation-site documentation-tool hacktoberfest markdown open-source page pages react website www
Last synced: 13 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/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/example-gto
Get Started GTO Project
data-science example gitops gto machine-learning mlem python
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/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
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
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
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.
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
Last synced: 07 May 2025
https://github.com/iterative/sqltrie
SQL-based prefix tree implementation inspired by pygtrie and python-diskcache
Last synced: 18 Jun 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-exe
Private repository for building and signing dvc for windows
Last synced: 18 Jun 2025
https://github.com/iterative/chocolatey-dvc
Chocolatey package for dvc
chocolatey chocolatey-packages data-science deep-learning dvc dvc-pkg-builder machine-learning
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.
Last synced: 18 Jun 2025
https://github.com/iterative/dvc-learn-project
This is the project used in the DVC Learn Meetups and videos.
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/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.
Last synced: 18 Jun 2025
https://github.com/iterative/telemetry-python
Common library to send usage 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.
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/jameson-metrics
Metrics examples
example studio take-home-assignment
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-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
Last synced: 18 Jun 2025
https://github.com/iterative/helm-charts
π¦ Iterative Helm charts π³
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
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