deepchecks / monitoring-ossLinks
π― OSS version of Deepchecks' monitoring platform, synced from https://github.com/deepchecks/monitoring
β15Updated 3 months ago
Alternatives and similar repositories for monitoring-oss
Users that are interested in monitoring-oss are comparing it to the libraries listed below
Sorting:
- Deepchecks Monitoring- Continuous Validation of ML Models & Data In Production.β26Updated 2 months ago
- Chassis turns machine learning models into portable container images that can run just about anywhere.β86Updated last year
- Projects developed by Domino's R&D teamβ77Updated 3 years ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projectsβ106Updated 2 years ago
- This repo is an approach to TDD in machine learning model operation. it covers project structure, testing essentials using pytest with Giβ¦β15Updated 4 years ago
- Retrieval Augmented Generation applicationsβ26Updated last year
- ByteHub: making feature stores simpleβ61Updated 4 years ago
- real-time data + ML pipelineβ54Updated this week
- machine learning model performance metrics & charts with confidence intervals, optimized with numba to be fastβ17Updated 3 years ago
- Examples to showcase the use of Kale in data science pipelinesβ27Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.β40Updated 8 months ago
- CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning systemβ77Updated 2 years ago
- Simple script to re-rank images using OpenAI's CLIP https://github.com/openai/CLIP.β16Updated 4 years ago
- Capstone project for mlops zoomcampβ12Updated 3 years ago
- Public repository holding examples for dataheroes libraryβ24Updated 3 months ago
- MLOps simplified. One-stop AI delivery platform, all the features you need.β103Updated 3 weeks ago
- Concept drift monitoring for HA model servers.β102Updated 2 years ago
- A repository that showcases how you can use ZenML with Gitβ70Updated last month
- π Stream inferences of real-time ML models in production to any data lake (Experimental)β81Updated 3 years ago
- Drift detection module for machine learning pipelines.β25Updated 2 years ago
- π Distributed machine learning made simple.β49Updated 2 years ago
- Model Validation Toolkit is a collection of tools to assist with validating machine learning models prior to deploying them to productionβ¦β29Updated last year
- Dvc + Streamlit = β€οΈβ40Updated last year
- An efficient, to-the-point, and easy-to-use checklist to following when deploying an ML model into production.β30Updated 2 years ago
- π Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projectsβ82Updated 3 years ago
- Capture all information throughout your model's development in a reproducible way and tie results directly to the model code!β137Updated last week
- Anovos - An Open Source Library for Scalable feature engineering Using Apache-Sparkβ74Updated 2 years ago
- Get started DVC projectβ61Updated last year
- Jupyter notebooks for learning and demonstrationsβ18Updated last month
- Comet-For-MLFlow Extensionβ66Updated last year