Alternatives and similar repositories for awesome-iterative-projects:

Users that are interested in awesome-iterative-projects are comparing it to the libraries listed below

• iterative / demo-bank-customer-churn
  Demo DVC project training a classification model on tabular data
  ☆40Updated 10 months ago
• sicara / dvc-streamlit-example
  Dvc + Streamlit = ❤️
  ☆40Updated last year
• iterative / workshop-uncool-mlops
  Accompanies the uncool MLOps workshop
  ☆26Updated 2 years ago
• GokuMohandas / testing-ml
  Learn how to create reliable ML systems by testing code, data and models.
  ☆86Updated 2 years ago
• iterative / gto
  🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.
  ☆146Updated this week
• kedro-org / awesome-kedro
  Plugins, extensions, case studies, articles, and video tutorials for Kedro
  ☆72Updated 3 months ago
• DagsHub / client
  DagsHub client libraries
  ☆93Updated this week
• iterative / dataset-registry
  Dataset registry DVC project
  ☆74Updated 10 months ago
• zenml-io / zenml-gitflow
  A repository that showcases how you can use ZenML with Git
  ☆69Updated 7 months ago
• aiqc / AIQC
  End-to-end deep learning on your desktop or server.
  ☆106Updated 6 months ago
• mlops-guide / dvc-gitactions
  Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…
  ☆48Updated 3 years ago
• iterative / example-get-started
  Get started DVC project (NLP, random forest)
  ☆179Updated 9 months ago
• aporia-ai / mlops.toys
  🎲 A curated list of MLOps projects, tools and resources
  ☆186Updated 10 months ago
• GokuMohandas / monitoring-ml
  Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.
  ☆82Updated 2 years ago
• iterative / dvclive
  📈 Log and track ML metrics, parameters, models with Git and/or DVC
  ☆171Updated this week
• khuyentran1401 / prefect2-mlops-demo
  Demo on how to use Prefect 2 in an ML project
  ☆41Updated 2 years ago
• layerai-archive / sdk
  Metadata store for Production ML
  ☆89Updated 2 years ago
• zenml-io / mlstacks
  A series of Terraform based recipes to provision popular MLOps stacks on the cloud.
  ☆254Updated 5 months ago
• rocket9-code / mlflow-deployment-controller
  Listens MLFlow model registry changes and deploy models based on configurations
  ☆21Updated last year
• getindata / kedro-kubeflow
  Kedro Plugin to support running workflows on Kubeflow Pipelines
  ☆53Updated 6 months ago
• ploomber / nbsnapshot
  Automated Jupyter notebook testing. 📙
  ☆41Updated last year
• iterative / cml_dvc_case
  ☆17Updated last year
• mymlops / airflow-mlflow
  MLOps stack example using Airflow, MLflow and other popular tools.
  ☆44Updated 2 years ago
• zincware / ZnTrack
  Create, visualize, run & benchmark DVC pipelines in Python & Jupyter notebooks.
  ☆49Updated this week
• zenml-io / zenbytes
  A simple guide to MLOps through ZenML and its various integrations.
  ☆186Updated last year
• outerbounds / full-stack-ML-metaflow-tutorial
  It's all in the name
  ☆76Updated last year
• snehankekre / streamlit-tensorboard
  Streamlit component for TensorBoard, TensorFlow's visualization toolkit
  ☆39Updated 3 years ago
• khuyentran1401 / cicd-mlops-demo
  Demo for CI/CD in a machine learning project
  ☆104Updated last year
• khuyentran1401 / Machine-learning-pipeline
  Example machine learning pipeline with MLflow and Hydra
  ☆88Updated last year
• iterative / terraform-provider-iterative
  ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes
  ☆293Updated 3 months ago