kylegallatin / components-of-an-ml-system
☆11Updated 2 years ago
Alternatives and similar repositories for components-of-an-ml-system:
Users that are interested in components-of-an-ml-system are comparing it to the libraries listed below
- Guide for applying Unit Testing in data-driven projects☆19Updated 4 years ago
- Best practices for engineering ML pipelines.☆35Updated 2 years ago
- Slides and notebook for the workshop on serving bert models in production☆25Updated 2 years ago
- ☆27Updated 2 years ago
- ☆11Updated last year
- Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.☆22Updated 5 years ago
- This repository is to host template for calculating ROI on Artificial Intelligence projects☆44Updated 5 years ago
- Study notes and demos.☆12Updated last year
- Automatically transform all categorical, date-time, NLP variables to numeric in a single line of code for any data set any size.☆65Updated 2 months ago
- ☆30Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 3 months ago
- ☆22Updated 2 years ago
- Example Repo for the Udemy Course "Deployment of Machine Learning Models"☆20Updated 5 years ago
- ☆18Updated 3 years ago
- ☆7Updated 6 years ago
- Code samples for the Effective Data Science Infrastructure book☆115Updated last year
- Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟☆53Updated 3 years ago
- Pytest for Data Science Beginners☆58Updated 6 years ago
- Tutorial covering a new workflow available going from pandas to scikit-learn☆40Updated 2 years ago
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆134Updated last year
- Content for the Model Interpretability Tutorial at Pycon US 2019☆41Updated 8 months ago
- Demo on how to use Prefect with Docker☆25Updated 2 years ago
- ☆40Updated 7 years ago
- ☆43Updated 2 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 3 years ago
- Introduction to MLflow with a demo locally and how to set it on AWS☆42Updated 4 years ago
- Content for Applied ML Workshop @ DataHack Summit 2019☆25Updated 5 years ago
- ☆31Updated 10 months ago
- ☆38Updated 2 years ago
- Feature engineering package with sklearn like functionality☆54Updated 7 months ago