jacopotagliabue / post-modern-stackLinks
Joining the modern data stack with the modern ML stack
☆198Updated 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☆238Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated 9 months ago
- Ingesting data with Pulumi, AWS lambdas and Snowflake in a scalable, fully replayable manner☆71Updated 3 years ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆868Updated 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…☆395Updated 6 months ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 4 years ago
- Code samples for the Effective Data Science Infrastructure book☆115Updated 2 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆182Updated last year
- Behavioral "black-box" testing for recommender systems☆467Updated last year
- 🎲 A curated list of MLOps projects, tools and resources☆186Updated last year
- The Fuzzy Labs guide to the universe of open source MLOps☆470Updated 2 months ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆148Updated last year
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command☆70Updated 2 months ago
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆54Updated last month
- A Collection of GitHub Actions That Facilitate MLOps☆208Updated 2 years ago
- A repository that showcases how you can use ZenML with Git☆69Updated 2 months ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆264Updated 2 years ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆392Updated 2 years ago
- Listens MLFlow model registry changes and deploy models based on configurations☆21Updated 2 years ago
- A workshop with several modules to help learn Feast, an open-source feature store☆93Updated last month
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆82Updated last year
- Software Architecture for ML engineers☆411Updated 3 years ago
- ⚓ Eurybia monitors model drift over time and securizes model deployment with data validation☆212Updated 9 months ago
- Template repo for kickstarting recipes for regression use case☆55Updated 7 months ago
- Concept drift monitoring for HA model servers.☆102Updated 2 years ago
- Coarse-grained lineage and tracing for machine learning pipelines.☆470Updated 2 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆232Updated last year
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆96Updated 2 years ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆48Updated 3 years ago
- Example repo to kickstart integration with mlflow pipelines.☆77Updated 2 years ago