Alternatives and similar repositories for kafka-ml

Users that are interested in kafka-ml are comparing it to the libraries listed below

• Toumash / mlflow-docker
  Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3
  ☆259Updated last year
• mlrun / storey
  real-time data + ML pipeline
  ☆53Updated last week
• mlflow / mlflow-example
  An example MLflow project
  ☆280Updated last year
• chassisml / chassis
  Chassis turns machine learning models into portable container images that can run just about anywhere.
  ☆86Updated last year
• awesome-mlops / awesome-ml-monitoring
  A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…
  ☆90Updated last year
• aporia-ai / inferencedb
  🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)
  ☆80Updated 3 years ago
• mymlops / airflow-mlflow
  MLOps stack example using Airflow, MLflow and other popular tools.
  ☆45Updated 3 years ago
• mlrun / demos
  End to end MLRun demos
  ☆93Updated last month
• flopach / digits-recognizer-kubeflow
  Sample MLOps Workflow: Recognizing Digits with Kubeflow
  ☆196Updated last year
• jomariya23156 / full-stack-on-prem-cv-mlops
  "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…
  ☆51Updated last year
• NVIDIA / spark-rapids-examples
  A repo for all spark examples using Rapids Accelerator including ETL, ML/DL, etc.
  ☆166Updated 3 weeks ago
• clearml / clearml-serving
  ClearML - Model-Serving Orchestration and Repository Solution
  ☆159Updated last month
• dmatrix / ray-core-tutorial
  Introduction to Ray Core Design Patterns and APIs.
  ☆74Updated last year
• ahmedbesbes / anonymization-api
  How to build and deploy an anonymization API with FastAPI and SpaCy
  ☆71Updated 4 years ago
• sayakpaul / ml-deployment-k8s-fastapi
  This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.
  ☆221Updated 3 years ago
• amesar / mlflow-examples
  Basic and advanced MLflow examples for many ML flavors
  ☆240Updated last year
• intro-to-ml-with-kubeflow / intro-to-ml-with-kubeflow-examples
  [WIP] Examples for the Intro to ML with Kubeflow book
  ☆209Updated 3 years ago
• scalingpythonml / scalingpythonml
  Scaling Python Machine Learning
  ☆52Updated 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
• orca3 / MiniAutoML
  Source code for "Enginneering Deep Learning Platforms"
  ☆56Updated 7 months ago
• treeverse / dataset-registry
  Dataset registry DVC project
  ☆85Updated last year
• NVIDIA / spark-rapids-ml
  Spark RAPIDS MLlib – accelerate Apache Spark MLlib with GPUs
  ☆84Updated last week
• delta-incubator / deltatorch
  ☆59Updated last year
• sachua / mlflow-docker-compose
  MLflow deployment with 1 command
  ☆214Updated this week
• jonathandinu / spark-ray-data-science
  Supporting content (slides and exercises) for the Pearson video series covering best practices for developing scalable applications with …
  ☆53Updated 11 months ago
• zenml-io / zenml-gitflow
  A repository that showcases how you can use ZenML with Git
  ☆73Updated 4 months ago
• online-ml / beaver
  🦫 MLOps for (online) machine learning
  ☆91Updated last year
• bytehub-ai / bytehub
  ByteHub: making feature stores simple
  ☆61Updated 4 years ago
• khuyentran1401 / prefect-mlops-recipes
  Tutorials/use cases of using Prefect in an ML project.
  ☆44Updated 2 years ago
• DerwenAI / ray_tutorial
  An introductory tutorial about leveraging Ray core features for distributed patterns.
  ☆79Updated 2 years ago