jacopotagliabue / post-modern-stack
Joining the modern data stack with the modern ML stack
☆195Updated last year
Alternatives and similar repositories for post-modern-stack:
Users that are interested in post-modern-stack are comparing it to the libraries listed below
- Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow☆237Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆254Updated 6 months ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆859Updated last year
- Ingesting data with Pulumi, AWS lambdas and Snowflake in a scalable, fully replayable manner☆71Updated 3 years ago
- Behavioral "black-box" testing for recommender systems☆467Updated last year
- Code samples for the Effective Data Science Infrastructure book☆115Updated last year
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆96Updated 2 years ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 4 years ago
- Example repo to kickstart integration with mlflow pipelines.☆76Updated 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…☆389Updated 2 months ago
- Deploy production-grade Metaflow cloud infrastructure on AWS☆65Updated 3 months ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆145Updated 11 months ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆180Updated 9 months ago
- A workshop with several modules to help learn Feast, an open-source feature store☆88Updated 3 months ago
- End to end MLRun demos☆92Updated this week
- ☆12Updated last year
- Basic and advanced MLflow examples for many ML flavors☆220Updated 8 months ago
- Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.☆30Updated 3 years ago
- Concept drift monitoring for HA model servers.☆101Updated 2 years ago
- Playground for using large language models into the Modern Data Stack for entity matching☆107Updated 2 years ago
- Software Architecture for ML engineers☆399Updated 2 years ago
- Tools and utilities for operating Metaflow in production☆54Updated last month
- A project to kickstart your ML development☆30Updated 7 months ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆232Updated last year
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆390Updated 2 years ago
- Coarse-grained lineage and tracing for machine learning pipelines.☆468Updated 2 years ago
- 🎲 A curated list of MLOps projects, tools and resources☆186Updated 11 months ago
- A kedro-plugin for integration of mlflow capabilities inside kedro projects (especially machine learning model versioning and packaging)☆210Updated 3 weeks ago
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command☆69Updated last month
- ☆30Updated 2 years ago