ThoughtWorksInc / cd4ml-workshopLinks
Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshops
☆321Updated last year
Alternatives and similar repositories for cd4ml-workshop
Users that are interested in cd4ml-workshop are comparing it to the libraries listed below
Sorting:
- Repository with sample code and instructions for "Continuous Intelligence" and "Continuous Delivery for Machine Learning: CD4ML" workshop…☆143Updated last year
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆394Updated 3 years ago
- ML pipeline orchestration and model deployments on Kubernetes.☆435Updated 2 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆185Updated last year
- A Collection of GitHub Actions That Facilitate MLOps☆206Updated 3 years ago
- LLMs and Machine Learning done easily☆442Updated 6 months ago
- Capturing model drift and handling its response - Example webinar☆108Updated 6 years ago
- Concept drift monitoring for HA model servers.☆101Updated 2 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆476Updated 8 months ago
- End to End example integrating MLFlow and Seldon Core☆51Updated 5 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆234Updated last year
- Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three …☆241Updated 5 years ago
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆174Updated last month
- MLOps tutorial using Python, Docker and Kubernetes.☆408Updated last year
- Template repository for data science lifecycle project☆200Updated 5 years ago
- ☆708Updated 3 years ago
- CDF SIG MLOps☆632Updated last year
- MLFlow Spark Summit 2019 Presentation☆67Updated 6 years ago
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆135Updated last year
- MLFLow Tracking Server based on Docker and AWS S3☆70Updated last year
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command☆72Updated 8 months ago
- Example repo to kickstart integration with mlflow pipelines.☆77Updated 3 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…☆400Updated last year
- 🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more☆446Updated 4 years ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆874Updated 2 years ago
- ∞ Priceloop Engineering Conventions for Scala, Python, Git Workflow etc☆100Updated 3 years ago
- HandySpark - bringing pandas-like capabilities to Spark dataframes☆197Updated 6 years ago
- Example for end-to-end machine learning on Kubernetes using Kubeflow and Seldon Core☆172Updated 4 years ago
- ☆96Updated 5 years ago
- End to end MLRun demos☆93Updated this week