Alternatives and similar repositories for monitoring-oss

Users that are interested in monitoring-oss are comparing it to the libraries listed below

• chassisml / chassis
  Chassis turns machine learning models into portable container images that can run just about anywhere.
  ☆86Updated last year
• deepchecks / monitoring
  Deepchecks Monitoring- Continuous Validation of ML Models & Data In Production.
  ☆26Updated 2 months ago
• mlrun / storey
  real-time data + ML pipeline
  ☆54Updated 2 weeks ago
• boxkite-ml / boxkite
  Concept drift monitoring for HA model servers.
  ☆102Updated 2 years ago
• 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
• sicara / dvc-streamlit-example
  Dvc + Streamlit = ❤️
  ☆40Updated last year
• dominodatalab / domino-research
  Projects developed by Domino's R&D team
  ☆77Updated 3 years ago
• flyteorg / flytelab
  Machine Learning Projects with Flytekit
  ☆36Updated 2 years ago
• zenml-io / zenml-gitflow
  A repository that showcases how you can use ZenML with Git
  ☆70Updated 2 months ago
• bytehub-ai / bytehub
  ByteHub: making feature stores simple
  ☆61Updated 4 years ago
• aporia-ai / inferencedb
  🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)
  ☆81Updated 3 years ago
• iterative / dataset-registry
  Dataset registry DVC project
  ☆82Updated last year
• lfunderburk / llmops-with-haystack
  Retrieval Augmented Generation applications
  ☆26Updated 2 years ago
• formlio / forml
  ForML - A development framework and MLOps platform for the lifecycle management of data science projects
  ☆106Updated 2 years ago
• EthicalML / fml-security
  Practical examples of "Flawed Machine Learning Security" together with ML Security best practice across the end to end stages of the mach…
  ☆119Updated 3 years ago
• edublancas / ml-testing
  🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects
  ☆82Updated 3 years ago
• comet-ml / comet-for-mlflow
  Comet-For-MLFlow Extension
  ☆65Updated 3 weeks ago
• iterative / workshop-uncool-mlops
  Accompanies the uncool MLOps workshop
  ☆26Updated 3 years ago
• SeldonIO / tempo
  MLOps Python Library
  ☆120Updated 3 years ago
• Galileo-Galilei / kedro-mlflow-tutorial
  A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and …
  ☆40Updated 3 years ago
• DagsHub / client
  DagsHub client libraries
  ☆100Updated this week
• getindata / kedro-airflow-k8s
  Kedro Plugin to support running pipelines on Kubernetes using Airflow.
  ☆28Updated 7 months ago
• omegaml / omegaml
  MLOps simplified. One-stop AI delivery platform, all the features you need.
  ☆103Updated this week
• redis-applied-ai / redis-feast-gcp
  A demo of Redis Enterprise as the Online Feature Store deployed on GCP with Feast and NVIDIA Triton Inference Server.
  ☆15Updated 2 years ago
• getindata / kedro-kubeflow
  Kedro Plugin to support running workflows on Kubeflow Pipelines
  ☆55Updated 3 months ago
• algorithmiaio / model-deployment
  Examples showcasing model deployment
  ☆18Updated 2 years ago
• modzy / model-deployment-checklist
  An efficient, to-the-point, and easy-to-use checklist to following when deploying an ML model into production.
  ☆30Updated 2 years ago
• mehdidc / clip_rerank
  Simple script to re-rank images using OpenAI's CLIP https://github.com/openai/CLIP.
  ☆16Updated 4 years ago
• getindata / kedro-sagemaker
  Kedro Plugin to support running pipelines on AWS SageMaker.
  ☆23Updated 8 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