Alternatives and similar repositories for ray-core-serve-tutorial-mlops

Users that are interested in ray-core-serve-tutorial-mlops are comparing it to the libraries listed below

• Paulescu / testing-llms-in-the-real-world
  Test LLMs automatically with Giskard and CI/CD
  ☆30Updated last year
• djliden / llmops-examples
  Example code and notebooks related to mlflow, llmops, etc.
  ☆43Updated last year
• data-max-hq / ab-testing-in-ml
  Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.
  ☆40Updated 9 months ago
• GokuMohandas / monitoring-ml
  Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.
  ☆92Updated 3 years ago
• decodingml / articles-code
  💻 Decoding ML articles hub: Hands-on articles with code on production-grade ML
  ☆139Updated 7 months ago
• BBischof / ESRecsys
  Effective and Scalable Recommendation Systems
  ☆59Updated last year
• anyscale / e2e-llm-workflows
  Fine-tune an LLM to perform batch inference and online serving.
  ☆112Updated 4 months ago
• Paulescu / build-and-deploy-real-time-feature-pipeline
  Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.
  ☆134Updated 2 years ago
• JINO-ROHIT / fastapi_with_celery_redis
  serving a torch model using Celery, Redis and RabbitMQ to serve users asynchronously
  ☆22Updated last year
• evidentlyai / community-examples
  Examples of using Evidently to evaluate, test and monitor ML models.
  ☆39Updated 2 weeks ago
• 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…
  ☆47Updated last year
• ashishpatel26 / Awesome-MLOps-Course-Outline
  Awesome MLOps Course Outline
  ☆35Updated 2 years ago
• khuyentran1401 / prefect-dvc
  ☆23Updated 2 years ago
• PacktPublishing / Machine-Learning-Model-Serving-Patterns-and-Best-Practices
  Machine Learning Model Serving Patterns and Best Practices
  ☆35Updated last month
• alfredodeza / huggingface-ghcr
  MLOps packaging: build and push to GitHub Container Registry
  ☆37Updated last year
• iterative / magnetic-tiles-defect
  Demo Computer Vision Project
  ☆64Updated 2 years ago
• wenqiglantz / hands-on-llamaindex
  A Hands-on Practical Guide to LlamaIndex
  ☆33Updated 11 months ago
• PacktPublishing / Practical-Deep-Learning-at-Scale-with-MLFlow
  Practical Deep Learning at Scale with MLFlow, published by Packt
  ☆162Updated last month
• anyscale / ray-summit-2023-training
  ☆87Updated 2 years ago
• Paulescu / bytewax-hopsworks-example
  Compute and store real-time features for crypto trading using Bytwax (stream processing) and Hopsworks (Feature Store)
  ☆145Updated 2 years ago
• mlrun / demo-llm-tuning
  Demo MLRun project for LLM Tuning and serving pipelines
  ☆44Updated 4 months ago
• vothuckhanhhuyen / machine-learning-devops-engineer-nanodegree-udacity
  ☆29Updated 2 years ago
• npatta01 / pytorch-serving-workshop
  Slides and notebook for the workshop on serving bert models in production
  ☆25Updated 2 years ago
• the-full-stack / fsdl-text-recognizer-2022
  Source of the FSDL 2022 labs, which are at https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022-labs
  ☆83Updated last year
• AI-Maker-Space / Fine-tuning-LLM-Resources
  A collection of fine-tuning notebooks!
  ☆28Updated 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 3 years ago
• alexeygrigorev / fitness-assistant
  This is your friendly fitness assistant, which is a RAG applications built as a part of LLM Zoomcamp
  ☆77Updated last year
• marvelousmlops / mlops_maturity_assessment
  MLOps maturity assessment
  ☆61Updated 2 years ago
• alfredodeza / apache-airflow
  Learn Apache Airflow with examples
  ☆17Updated 2 years ago
• zenml-io / zenbytes
  A simple guide to MLOps through ZenML and its various integrations.
  ☆187Updated last year