deepchecks / monitoringLinks
Deepchecks Monitoring- Continuous Validation of ML Models & Data In Production.
β26Updated this week
Alternatives and similar repositories for monitoring
Users that are interested in monitoring are comparing it to the libraries listed below
Sorting:
- π― OSS version of Deepchecks' monitoring platform, synced from https://github.com/deepchecks/monitoringβ15Updated this week
- βοΈ Export Ploomber pipelines to Kubernetes (Argo), Airflow, AWS Batch, SLURM, and Kubeflow.β45Updated 2 months ago
- Prune your sklearn modelsβ19Updated 7 months ago
- PyCon Talks 2022 by Antoine Toubhansβ23Updated 2 years ago
- Automatically transform all categorical, date-time, NLP variables to numeric in a single line of code for any data set any size.β65Updated 4 months ago
- β30Updated 2 years ago
- Convert monolithic Jupyter notebooks π into maintainable Ploomber pipelines. πβ78Updated 8 months ago
- π Stream inferences of real-time ML models in production to any data lake (Experimental)β81Updated 2 years ago
- Render Jupyter Notebooks With Metaflow Cardsβ30Updated 8 months ago
- β22Updated last year
- A repository that showcases how you can use ZenML with Gitβ69Updated 3 weeks ago
- β12Updated 4 years ago
- A proof-of-concept for a RAG to query the scikit-learn documentationβ26Updated last month
- Chassis turns machine learning models into portable container images that can run just about anywhere.β86Updated last year
- A library to use `modal` as a backend for `joblib`.β28Updated 4 months 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
- Pipeline components that support partial_fit.β46Updated 10 months ago
- A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and β¦β39Updated 2 years ago
- Tools and utilities for operating Metaflow in productionβ55Updated 2 weeks ago
- A Modal that works with Panel in both server and notebook environments.β21Updated last year
- Demo on how to use Prefect with Dockerβ25Updated 2 years ago
- Projects developed by Domino's R&D teamβ76Updated 3 years ago
- A software engineering framework to jump start your machine learning projectsβ37Updated 11 months ago
- Instant search for and access to many datasets in Pyspark.β34Updated 2 years ago
- Dvc + Streamlit = β€οΈβ40Updated last year
- β13Updated 9 months ago
- Listens MLFlow model registry changes and deploy models based on configurationsβ21Updated last year
- A scikit-learn compatible estimator based on business-rules with interactive dashboard includedβ28Updated 3 years ago
- BigBertha is an architecture design that demonstrates how automated LLMOps (Large Language Models Operations) can be achieved on any Kubeβ¦β27Updated last year
- A list of projects relying on Iterative.AI tools to achieve awesomenessβ66Updated 10 months ago