Pinned Repositories
cml
♾️ CML - Continuous Machine Learning | CI/CD for ML
dvc
🦉 ML Experiments and Data Management with Git
dvc.org
📖 DVC website and documentation
example-get-started
Get started DVC project (NLP, random forest)
example-get-started-experiments
Get started DVC project
mlem
🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞
PyDrive2
Google Drive API Python wrapper library. Maintained fork of PyDrive.
shtab
↔️ Automagic shell tab completion for Python CLI applications
terraform-provider-iterative
☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes
vscode-dvc
Machine learning experiment tracking and data versioning with DVC extension for VS Code
Iterative's Repositories
iterative/ldb-resources
iterative/workshop-uncool-mlops
Accompanies the uncool MLOps workshop
iterative/cml_cloud_case
iterative/intellij-dvc
DVC integration plugin for Intellij IDEs including PyCharm, IntelliJ IDEA and CLion
iterative/stale-model-example
This is the repo for the Preventing Stale Models in Production blog post.
iterative/example-mlem-get-started
Get Started MLEM project
iterative/workshop-uncool-mlops-solution
iterative/dvc-checkpoints-mnist
Example of checkpoints in a DVC project training a simple convolutional neural net to classify MNIST data
iterative/pretrained-model-demo
iterative/blog-tpi-jupyter
Terraform Provider Iterative + Jupyter + TensorBoard + AWS/Azure/GCP/K8s
iterative/checkpoints-tutorial
This is the code used in the checkpoints tutorial.
iterative/cnn_tutorial
CNN tutorial for DVC
iterative/dvc-learn-project
This is the project used in the DVC Learn Meetups and videos.
iterative/dvc-test
Integration tests for dvc
iterative/get-started-pipelines
DVC Get Started project with a focus on creating pipelines with `dvc stage`
iterative/katacoda-scenarios
Interactive Katacoda Scenarios
iterative/testing-ldb
Aug 10th Hackathon
iterative/dvc-doc-containers
This repository contains Dockerfiles for creating containers to test and run DVC examples in the documentation and katacoda.
iterative/dvc-e2e
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
iterative/umich_dvc_lesson
iterative/yolov5-dvc
DVC pipeline for YOLOv5 models
iterative/blog-tpi-bees
Terraform Provider Iterative + ML data & code -> AWS/Azure/GCP/K8s
iterative/dvc-feedstock
A conda-smithy repository for dvc.
iterative/example-dvc-checkpoints
The example project for DVC Checkpoints features.
iterative/example-get-started-studio
A pinned/frozen version of the original for testing and QA purposes in studio. This is used in automated tests
iterative/google-kaggle-competition-data-pipeline
iterative/minroud-s3
Simple serverless image hosting
iterative/pipeline-conifguration
Ideas, examples and best practices for pipeline configurations
iterative/setup-tools