Alternatives and similar repositories for awesome-iterative-projects

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

• aporia-ai / mlops.toys
  🎲 A curated list of MLOps projects, tools and resources
  ☆187Updated last year
• GokuMohandas / testing-ml
  Learn how to create reliable ML systems by testing code, data and models.
  ☆91Updated 3 years ago
• sicara / dvc-streamlit-example
  Dvc + Streamlit = ❤️
  ☆40Updated 2 years 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…
  ☆49Updated 4 years ago
• treeverse / dvclive
  📈 Log and track ML metrics, parameters, models with Git and/or DVC
  ☆185Updated 2 weeks ago
• iterative / gto
  🏷️ Git Tag Ops. Turn your Git repository into Artifact Registry or Model Registry.
  ☆158Updated last month
• zenml-io / zenbytes
  A simple guide to MLOps through ZenML and its various integrations.
  ☆188Updated 2 years ago
• treeverse / vscode-dvc
  Machine learning experiment tracking and data versioning with DVC extension for VS Code
  ☆216Updated last week
• DagsHub / client
  DagsHub client libraries
  ☆101Updated last week
• iterative / workshop-uncool-mlops
  Accompanies the uncool MLOps workshop
  ☆26Updated 3 years ago
• eugeneyan / python-collab-template
  🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.
  ☆152Updated last year
• iterative / demo-bank-customer-churn
  Demo DVC project training a classification model on tabular data
  ☆41Updated last year
• zenml-io / zenml-gitflow
  A repository that showcases how you can use ZenML with Git
  ☆74Updated 3 weeks ago
• PacktPublishing / Practical-Deep-Learning-at-Scale-with-MLFlow
  Practical Deep Learning at Scale with MLFlow, published by Packt
  ☆163Updated last month
• treeverse / example-get-started
  Get started DVC project (NLP, random forest)
  ☆191Updated last year
• gradsflow / gradsflow-automl
  An open-source AutoML Library based on PyTorch
  ☆309Updated last month
• fuzzylabs / awesome-open-mlops
  The Fuzzy Labs guide to the universe of open source MLOps
  ☆476Updated 8 months ago
• iterative / terraform-provider-iterative
  ☁️ Terraform plugin for machine learning workloads: spot instance recovery & auto-termination | AWS, GCP, Azure, Kubernetes
  ☆294Updated last year
• GokuMohandas / monitoring-ml
  Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.
  ☆96Updated 3 years ago
• ploomber / jupyblog
  Execute code snippets in markdown files.
  ☆28Updated last year
• iterative / cml_dvc_case
  ☆17Updated 2 years ago
• treeverse / dataset-registry
  Dataset registry DVC project
  ☆85Updated last year
• khuyentran1401 / prefect2-mlops-demo
  Demo on how to use Prefect 2 in an ML project
  ☆41Updated 3 years ago
• rxavier / poniard
  Streamline scikit-learn model comparison.
  ☆142Updated 3 years ago
• outerbounds / dsbook
  Code samples for the Effective Data Science Infrastructure book
  ☆116Updated 2 years ago
• treeverse / example-get-started-experiments
  Get started DVC project
  ☆65Updated last year
• aiqc / AIQC
  End-to-end deep learning on your desktop or server.
  ☆105Updated last year
• eugeneyan / testing-ml
  🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.
  ☆265Updated 3 years ago
• zenml-io / mlstacks
  A series of Terraform based recipes to provision popular MLOps stacks on the cloud.
  ☆256Updated last year
• khuyentran1401 / Machine-learning-pipeline
  Example machine learning pipeline with MLflow and Hydra
  ☆95Updated 2 years ago