jacopotagliabue / post-modern-stackLinks
Joining the modern data stack with the modern ML stack
☆201Updated 2 years ago
Alternatives and similar repositories for post-modern-stack
Users that are interested in post-modern-stack are comparing it to the libraries listed below
Sorting:
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆240Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated last year
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆871Updated 2 years ago
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆398Updated 9 months ago
- Code samples for the Effective Data Science Infrastructure book☆115Updated 2 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆471Updated 5 months ago
- Behavioral "black-box" testing for recommender systems☆468Updated 2 years ago
- Coarse-grained lineage and tracing for machine learning pipelines.☆469Updated 2 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆183Updated last year
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆263Updated 3 years ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 4 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆149Updated last year
- 🎲 A curated list of MLOps projects, tools and resources☆185Updated last year
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆96Updated 2 years ago
- A repository that showcases how you can use ZenML with Git☆70Updated 2 months ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆392Updated 2 years ago
- Example repo to kickstart integration with mlflow pipelines.☆77Updated 2 years ago
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.☆209Updated 3 years ago
- Software Architecture for ML engineers☆413Updated 3 years ago
- A Collection of GitHub Actions That Facilitate MLOps☆208Updated 2 years ago
- Concept drift monitoring for HA model servers.☆102Updated 2 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆232Updated last year
- 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
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆214Updated last year
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆88Updated last year
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command☆71Updated 5 months ago
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆55Updated 3 months ago
- A simple guide to MLOps through ZenML and its various integrations.☆187Updated last year
- End to End example integrating MLFlow and Seldon Core☆52Updated 4 years ago
- A workshop with several modules to help learn Feast, an open-source feature store☆93Updated 4 months ago