iterative / demo-bank-customer-churnLinks
Demo DVC project training a classification model on tabular data
☆41Updated last year
Alternatives and similar repositories for demo-bank-customer-churn
Users that are interested in demo-bank-customer-churn are comparing it to the libraries listed below
Sorting:
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆150Updated last year
- A simple guide to MLOps through ZenML and its various integrations.☆187Updated last year
- A repository that showcases how you can use ZenML with Git☆71Updated 3 months ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆162Updated this week
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆183Updated last year
- Learn how to create reliable ML systems by testing code, data and models.☆89Updated 3 years ago
- Reference code base for ML Engineering, Manning Publications☆131Updated 4 years ago
- Get started DVC project (NLP, random forest)☆188Updated last year
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆264Updated 3 years ago
- An end-to-end project on customer segmentation☆83Updated 2 years ago
- ☆48Updated last year
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆92Updated 3 years ago
- 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
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated last year
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆136Updated last year
- A list of projects relying on Iterative.AI tools to achieve awesomeness☆68Updated last year
- MLOps maturity assessment☆61Updated 2 years ago
- Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome…☆121Updated last year
- 100 applications built with H2O Wave☆97Updated 3 years ago
- Code samples for the Effective Data Science Infrastructure book☆115Updated 2 years ago
- End to end MLRun demos☆93Updated last week
- Template repo for kickstarting recipes for regression use case☆54Updated 11 months ago
- Example machine learning pipeline with MLflow and Hydra☆95Updated 2 years ago
- 🔔 No need to keep checking your training - just one import line and you'll know the second it's done.☆344Updated 3 years ago
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profil…☆90Updated last year
- Serving TensorFlow models with TensorFlow Serving☆43Updated 3 years ago
- Joining the modern data stack with the modern ML stack☆201Updated 2 years ago
- Introduction to MLflow with a demo locally and how to set it on AWS☆43Updated 4 years ago
- Build Low Code Automated Tensorflow explainable models in just 3 lines of code. Library created by: Hasan Rafiq - https://www.linkedin.co…☆180Updated 2 years ago
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆221Updated 3 years ago