mbunse / mlcomopsLinks
β17Updated 2 years ago
Alternatives and similar repositories for mlcomops
Users that are interested in mlcomops are comparing it to the libraries listed below
Sorting:
- The Fuzzy Labs guide to the universe of open source MLOpsβ472Updated 4 months ago
- π Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.β149Updated last year
- π Minimal examples of machine learning tests for implementation, behaviour, and performance.β263Updated 3 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.β255Updated 11 months ago
- πΆ A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one dayπ€β720Updated 2 years ago
- skops is a Python library helping you share your scikit-learn based models and put them in productionβ499Updated 2 weeks ago
- π¬ modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud stoβ¦β397Updated 8 months ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profilβ¦β87Updated last year
- Template repo for kickstarting recipes for regression use caseβ54Updated 9 months ago
- MLOps maturity assessmentβ61Updated 2 years ago
- An end-to-end implementation of intent prediction with Metaflow and other cool toolsβ870Updated 2 years ago
- Joining the modern data stack with the modern ML stackβ199Updated 2 years ago
- MLOpsCommunity's reading group for _Practical MLOps_ by Noah Gift and Alfredo Dezaβ51Updated 3 years ago
- Data search & enrichment library for Machine Learning β Easily find and add relevant features to your ML & AI pipeline from hundreds of pβ¦β338Updated last week
- Software Architecture for ML engineersβ413Updated 3 years ago
- π§ͺ Simple data science experimentation & tracking with jupyter, papermill, and mlflow.β183Updated last year
- Frouros: an open-source Python library for drift detection in machine learning systems.β232Updated 2 weeks ago
- β Eurybia monitors model drift over time and securizes model deployment with data validationβ213Updated 11 months ago
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.β221Updated 3 years ago
- π No need to keep checking your training - just one import line and you'll know the second it's done.β344Updated 3 years ago
- Basic and advanced MLflow examples for many ML flavorsβ234Updated last year
- Streamline scikit-learn model comparison.β143Updated 2 years ago
- Get started DVC project (NLP, random forest)β183Updated last year
- π Design doc template & examples for machine learning systems (requirements, methodology, implementation, etc.)β620Updated 2 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.β233Updated last year
- A set of examples illustrating some possible use cases for NannyMLβ20Updated last year
- Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are lookβ¦β439Updated last year
- Code samples for the Effective Data Science Infrastructure bookβ115Updated 2 years ago
- π« Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and moreβ442Updated 3 years ago
- A simple guide to MLOps through ZenML and its various integrations.β187Updated last year