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dvc
π¦ ML Experiments and Data Management with Gitcml
βΎοΈ CML - Continuous Machine Learning | CI/CD for MLdatachain
AI-dataframe to enrich, transform and analyze data from cloud storages for ML training and LLM appsmlem
πΆ A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one dayπ€PyDrive2
Google Drive API Python wrapper library. Maintained fork of PyDrive.shtab
βοΈ Automagic shell tab completion for Python CLI applicationsdvc.org
π DVC website and documentationterraform-provider-iterative
βοΈ 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
π Log and track ML metrics, parameters, models with Git and/or DVCgto
π·οΈ 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 Projectexample-get-started-experiments
Get started DVC projectcourse-ds-base
demo-bank-customer-churn
Demo DVC project training a classification model on tabular dataaita_dataset
AITA dataset based on r/AmItheAsshole/setup-dvc
DVC GitHub actionldb-resources
mlem.ai
β¨ Landing page for MLEMexample_cml
workshop-uncool-mlops
Accompanies the uncool MLOps workshopsetup-cml
GitHub Action for CML setupscmrepo
SCM wrapper and fsspec filesystem for Git for use in DVC.cml_base_case
example-repos-dev
Source code and generator scripts for example DVC projectscml_cloud_case
dvc-bench
Benchmarks for DVCcml_dvc_case
dvc-data
DVC's data management subsystemintellij-dvc
DVC integration plugin for Intellij IDEs including PyCharm, IntelliJ IDEA and CLionstudio-support
β DVC Studio Issues, Question, and Discussionspytest-servers
Create temporary directories on the various filesystems for testingstudio-selfhosted
This repository contains auxiliary installation code for self-hosting Studiopy-template
Hypermodern Python CookiecutterVSCode-DVC-Workshop
Workshop about DVC VSCode Extensionexample-dvc-experiments
DVC Get Started Project with a focus on `dvc experiment` features.cml.dev
π CML website and documentationdvcyaml-schema
Schema for dvc.yamldvc-objects
dvc objects - contains filesystem and object-db level abstractions to use in dvc and dvc-dataexample-versioning
Data sets and ML models versioning example from DVC get starteddvc-streamlit-components
Streamlit components for DVCmorefs
A collection of self-contained fsspec-based filesystemspriority-list
βοΈ Make a dent in GitHub issue & PR backlogs across repositoriescml_tensorboard_case
dvc-s3
AWS S3 plugin for dvcllm-demo
Demo of using DVC with LangChainexample-mlem-get-started
Get Started MLEM projectdvc-task
Celery task queue used in DVCexample-gto
Get Started GTO Projectexample-pokemon-classifier
Example project with a CNN to train a PokΓ©mon type classifier.dvc-render
Library for rendering DVC plotsdvc-studio-client
Client to interact with DVC Studiopytest-test-utils
workshop-uncool-mlops-solution
gatsby-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
βοΈ GTO Github Actionevidently-dvc
Tutorial: Automate Data Validation and Model Monitoring Pipelines with DVC and Evidentlyfeatures
A collection of development container 'features' for machine learning and data sciencecourse-checkpoints-project
This is the project we use for the DVC educational course to demonstrate how checkpoints work.sqltrie
SQL-based prefix tree implementation inspired by pygtrie and python-diskcachedvc-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
dvc-gs
Google Storage plugin for dvclink-check
A Node-based tool to verify if links are alive. Built to be used anywhere!dvc-snap
dvc snap packagesagemaker-pipeline
An example project, showcasing a DVC pipeline using SageMaker SDK for data preparation and model trainingcml-runner-base-case
cml-playground
pretrained-model-demo
homebrew-dvc
Automatic updates for dvc homebrew packagevscode-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.dvc-azure
Azure plugin for dvccnn_tutorial
CNN tutorial for DVCtelemetry-python
Common library to send usage telemetrydvc-learn-project
This is the project used in the DVC Learn Meetups and videos.checkpoints-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/K8sdvc-gdrive
Google Drive plugin for DVClink-check.action
A GitHub Action driver for link-check, deployed via submodules.katacoda-scenarios
Interactive Katacoda Scenariosdvc-exe
Private repository for building and signing dvc for windowsjameson-metrics
Metrics examplesexample-mlem
Example of using MLEM with DVC Pipelineexample-get-started-s3
Example get started (metrics and plots in S3)dvc_action_example
dvc-oss
Alibaba OSS plugin for dvcdvc-test
Integration tests for dvcreflink-copy
Python wrapper for `reflink_copy` Rust libraryvscode-dvc-pack
dvclive-exp-tracking
Example repo to show how to start tracking experiments in DVC by adding DVCLive to your Python code.cookiecutter-dvc-plugin
A Cookiecutter template for dvc pluginstesting-ldb
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