Alternatives and similar repositories for cd4ml-workshop

Users that are interested in cd4ml-workshop are comparing it to the libraries listed below

• ThoughtWorksInc / CD4ML-Scenarios
  Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…
  ☆142Updated last year
• thoughtworks / mlops-platforms
  Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...
  ☆394Updated 3 years ago
• bodywork-ml / bodywork-core
  ML pipeline orchestration and model deployments on Kubernetes.
  ☆433Updated 2 years ago
• Kenza-AI / sagify
  LLMs and Machine Learning done easily
  ☆441Updated 3 months ago
• machine-learning-apps / actions-ml-cicd
  A Collection of GitHub Actions That Facilitate MLOps
  ☆207Updated 2 years ago
• fuzzylabs / awesome-open-mlops
  The Fuzzy Labs guide to the universe of open source MLOps
  ☆473Updated 5 months ago
• eugeneyan / papermill-mlflow
  🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.
  ☆183Updated last year
• cdfoundation / sig-mlops
  CDF SIG MLOps
  ☆629Updated 11 months ago
• datarevenue-berlin / OpenMLOps
  ☆703Updated 3 years ago
• jeremyjordan / ml-monitoring
  A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.
  ☆233Updated last year
• operatorai / modelstore
  🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…
  ☆397Updated 10 months ago
• boxkite-ml / boxkite
  Concept drift monitoring for HA model servers.
  ☆101Updated 2 years ago
• joelcthomas / modeldrift
  Capturing model drift and handling its response - Example webinar
  ☆108Updated 6 years ago
• adriangonz / mlflow-talk
  End to End example integrating MLFlow and Seldon Core
  ☆52Updated 5 years ago
• aporia-ai / mlplatform-workshop
  🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more
  ☆444Updated 4 years ago
• dslp / dslp-repo-template
  Template repository for data science lifecycle project
  ☆198Updated 5 years ago
• trainindata / testing-and-monitoring-ml-deployments
  Example project for the course "Testing & Monitoring Machine Learning Model Deployments"
  ☆136Updated last year
• AlexIoannides / kubernetes-mlops
  MLOps tutorial using Python, Docker and Kubernetes.
  ☆404Updated last year
• jacopotagliabue / you-dont-need-a-bigger-boat
  An end-to-end implementation of intent prediction with Metaflow and other cool tools
  ☆872Updated 2 years ago
• artefactory / one-click-mlflow
  A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command
  ☆72Updated 6 months ago
• ThoughtWorksInc / ml-app-template
  An ML project template with sensible defaults
  ☆37Updated 3 years ago
• zenml-io / mlstacks
  A series of Terraform based recipes to provision popular MLOps stacks on the cloud.
  ☆255Updated last year
• tgoldenberg / kedro-mlflow-example
  ☆44Updated 2 years ago
• loglabs / mltrace
  Coarse-grained lineage and tracing for machine learning pipelines.
  ☆469Updated 3 years ago
• aporia-ai / mlops.toys
  🎲 A curated list of MLOps projects, tools and resources
  ☆185Updated last year
• dmatrix / mlflow-workshop-part-1
  Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three …
  ☆241Updated 5 years ago
• mlflow / mlflow-apps
  MLflow App Library
  ☆77Updated 6 years ago
• tensorflow / model-card-toolkit
  A toolkit that streamlines and automates the generation of model cards
  ☆440Updated 2 years ago
• mlflow / mlp-regression-template
  Example repo to kickstart integration with mlflow pipelines.
  ☆77Updated 3 years ago
• mlrun / demos
  End to end MLRun demos
  ☆93Updated last week