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dvc
๐ฆ ML Experiments and Data Management with Gitcml
โพ๏ธ CML - Continuous Machine Learning | CI/CD for MLmlem
๐ถ A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day๐คPyDrive2
Google Drive API Python wrapper library. Maintained fork of PyDrive.shtab
โ๏ธ Automagic shell tab completion for Python CLI applicationsdvc.org
๐ DVC website and documentationterraform-provider-iterative
โ๏ธ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetesvscode-dvc
Machine learning experiment tracking and data versioning with DVC extension for VS Codeexample-get-started
Get started DVC projectdvclive
๐ Log and track ML metrics, parameters, models with Git and/or DVCgto
๐ท๏ธ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.awesome-iterative-projects
A list of projects relying on Iterative.AI tools to achieve awesomenessdataset-registry
Dataset registry DVC projectmagnetic-tiles-defect
Demo Computer Vision Projectcourse-ds-base
example-get-started-experiments
Get started DVC projectdemo-bank-customer-churn
Demo DVC project training a classification model on tabular dataaita_dataset
AITA dataset based on r/AmItheAsshole/setup-dvc
DVC GitHub actionexample_cml
workshop-uncool-mlops
Accompanies the uncool MLOps workshopldb-resources
mlem.ai
โจ Landing page for MLEMsetup-cml
GitHub Action for CML setupcml_base_case
example-repos-dev
Source code and generator scripts for example DVC projectscml_cloud_case
dvc-bench
Benchmarks for DVCscmrepo
SCM wrapper and fsspec filesystem for Git for use in DVC.cml_dvc_case
intellij-dvc
DVC integration plugin for Intellij IDEs including PyCharm, IntelliJ IDEA and CLiondvc-data
DVC's data management subsystemstudio-support
โ DVC Studio Issues, Question, and Discussionsstudio-selfhosted
This repository contains auxiliary installation code for self-hosting StudioVSCode-DVC-Workshop
Workshop about DVC VSCode Extensionexample-dvc-experiments
DVC Get Started Project with a focus on `dvc experiment` features.pytest-servers
Create temporary directories on the various filesystems for testingpy-template
Hypermodern Python Cookiecuttercml.dev
๐ CML website and documentationdvc-objects
dvc objects - contains filesystem and object-db level abstractions to use in dvc and dvc-datadvcyaml-schema
Schema for dvc.yamlexample-versioning
Data sets and ML models versioning example from DVC get starteddvc-streamlit-components
Streamlit components for DVCblog
๐ DVC blog enginecml_tensorboard_case
priority-list
โ๏ธ Make a dent in GitHub issue & PR backlogs across repositoriesdvc-task
Celery task queue used in DVCtpi
Python wrapper for terraform-provider-iterativeexample-gto
Get Started GTO Projectexample-pokemon-classifier
Example project with a CNN to train a Pokรฉmon type classifier.dvc-render
Library for rendering DVC plotsexample-mlem-get-started
Get Started MLEM projectdvc-studio-client
Client to interact with DVC Studioworkshop-uncool-mlops-solution
pytest-test-utils
features
A collection of development container 'features' for machine learning and data sciencedvc-s3
AWS S3 plugin for dvcgatsby-theme-iterative
A Gatsby theme for shared logic between all the websites from iterative.aistale-model-example
This is the repo for the Preventing Stale Models in Production blog post.gto-action
โ๏ธ GTO Github Actionmorefs
A collection of self-contained fsspec-based filesystemsllm-demo
Demo of using DVC with LangChaincourse-checkpoints-project
This is the project we use for the DVC educational course to demonstrate how checkpoints work.dvc-checkpoints-mnist
Example of checkpoints in a DVC project training a simple convolutional neural net to classify MNIST datadvc-s3-repo
Maintain deb and rpm repositories on s3enhancement-proposals
evidently-dvc
Tutorial: Automate Data Validation and Model Monitoring Pipelines with DVC and Evidentlydvc-gs
Google Storage plugin for dvcdvc-snap
dvc snap packagecml-runner-base-case
pretrained-model-demo
homebrew-dvc
Automatic updates for dvc homebrew packagesqltrie
SQL-based prefix tree implementation inspired by pygtrie and python-diskcachevscode-dvc-demo
example_model_export_cml
Example on how to use CML to provision an AWS EC2 runner, train a model, and export the resulting model.cnn_tutorial
CNN tutorial for DVCcml-playground
dvc-learn-project
This is the project used in the DVC Learn Meetups and videos.telemetry-python
Common library to send usage telemetrycheckpoints-tutorial
This is the code used in the checkpoints tutorial.ldb
chocolatey-dvc
Chocolatey package for dvcblog-tpi-jupyter
Terraform Provider Iterative + Jupyter + TensorBoard + AWS/Azure/GCP/K8sexample-get-started-ssh-private-fixture
Frozen copy of the Get Started DVC project. Used in Studio tests to test SSH remote credentials.link-check.action
A GitHub Action driver for link-check, deployed via submodules.dvc-gdrive
Google Drive plugin for DVCexample-get-started-s3
Example get started (metrics and plots in S3)example-mlem
Example of using MLEM with DVC Pipelinekatacoda-scenarios
Interactive Katacoda Scenariosdvc-exe
Private repository for building and signing dvc for windowsdvc-azure
Azure plugin for dvcdvc_action_example
dvc-oss
Alibaba OSS plugin for dvcsagemaker-pipeline
An example project, showcasing a DVC pipeline using SageMaker SDK for data preparation and model trainingdvc-test
Integration tests for dvcvscode-dvc-pack
get-started-pipelines
DVC Get Started project with a focus on creating pipelines with `dvc stage`cookiecutter-dvc-plugin
A Cookiecutter template for dvc pluginstesting-ldb
Aug 10th Hackathongha-required-workflows
Repository containing Iterative Required workflows for GitHub ActionsLove Open Source and this site? Check out how you can help us