data-max-hq / ab-testing-in-mlLinks
Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.
☆40Updated last year
Alternatives and similar repositories for ab-testing-in-ml
Users that are interested in ab-testing-in-ml are comparing it to the libraries listed below
Sorting:
- Best practices for engineering ML pipelines.☆36Updated 3 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆96Updated 3 years ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆57Updated 3 years ago
- This is code depository for my upcoming session. Will update details post the session☆40Updated 3 years ago
- ☆21Updated 2 years ago
- ☆65Updated 9 months ago
- Introduction to MLflow with a demo locally and how to set it on AWS☆43Updated 4 years ago
- Demo on how to use Prefect with Docker☆27Updated 3 years ago
- Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟☆52Updated 4 years ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 5 years ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆97Updated 3 years ago
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆36Updated 2 years ago
- A repository that showcases how you can use ZenML with Git☆74Updated 3 weeks ago
- Machine Learning Model Serving Patterns and Best Practices☆36Updated last week
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆106Updated 2 years ago
- An end-to-end project on customer segmentation☆83Updated 3 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆152Updated last year
- Learn how to create reliable ML systems by testing code, data and models.☆91Updated 3 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 4 years ago
- Code samples for the Effective Data Science Infrastructure book☆116Updated 2 years ago
- How to build and deploy an anonymization API with FastAPI and SpaCy☆71Updated 4 years ago
- Example MLOps using BentoML & mlFlow☆38Updated 4 years ago
- Slides and notebook for the workshop on serving bert models in production☆25Updated 3 years ago
- Operations Research Algorithms☆19Updated last year
- Maternal Health Risk prediction MLOps pipeline☆46Updated 3 years ago
- Metaflow tutorials for ODSC West 2021☆65Updated 4 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
- Syllabus for Artificial Intelligence for Product Innovation Master of Engineering: https://ai.meng.duke.edu/degree☆32Updated 2 years ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆163Updated last week
- Serving TensorFlow models with TensorFlow Serving☆43Updated 4 years ago