iterative / demo-bank-customer-churnLinks
Demo DVC project training a classification model on tabular data
β41Updated 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:
- π§ͺ Simple data science experimentation & tracking with jupyter, papermill, and mlflow.β183Updated last year
- A simple guide to MLOps through ZenML and its various integrations.β187Updated last year
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases witβ¦β48Updated 3 years ago
- π Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.β149Updated last year
- π Minimal examples of machine learning tests for implementation, behaviour, and performance.β263Updated 3 years ago
- A list of projects relying on Iterative.AI tools to achieve awesomenessβ66Updated last year
- Code samples for the Effective Data Science Infrastructure bookβ115Updated 2 years ago
- Practical Deep Learning at Scale with MLFlow, published by Packtβ162Updated 3 weeks ago
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"β136Updated last year
- Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcomeβ¦β121Updated last year
- π No need to keep checking your training - just one import line and you'll know the second it's done.β344Updated 3 years ago
- Learn how to create reliable ML systems by testing code, data and models.β89Updated 3 years ago
- Demo Computer Vision Projectβ63Updated 2 years ago
- Reference code base for ML Engineering, Manning Publicationsβ131Updated 4 years ago
- 100 applications built with H2O Waveβ99Updated 2 years ago
- Get started DVC project (NLP, random forest)β183Updated last year
- Joining the modern data stack with the modern ML stackβ199Updated 2 years ago
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one commandβ71Updated 4 months ago
- An end-to-end project on customer segmentationβ83Updated 2 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.β92Updated 3 years ago
- Streamline scikit-learn model comparison.β143Updated 2 years ago
- Demo for CI/CD in a machine learning projectβ111Updated 2 years ago
- β48Updated last year
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.β255Updated 11 months ago
- A repository that showcases how you can use ZenML with Gitβ70Updated last month
- Machine learning experiment tracking and data versioning with DVC extension for VS Codeβ208Updated this week
- Examples of data science projects created with Kedro.β173Updated 2 years ago
- End to end MLRun demosβ93Updated last month
- Introduction to MLflow with a demo locally and how to set it on AWSβ42Updated 4 years ago
- Data Analysis Baseline Libraryβ133Updated 11 months ago