edublancas / ml-testingLinks
🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects
☆81Updated 3 years ago
Alternatives and similar repositories for ml-testing
Users that are interested in ml-testing are comparing it to the libraries listed below
Sorting:
- Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟☆53Updated 3 years ago
- Repository for my master thesis on automated string handling☆16Updated 3 years ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 4 years ago
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆147Updated last year
- Learn how to create reliable ML systems by testing code, data and models.☆87Updated 2 years ago
- ☆44Updated 2 years ago
- Demo on how to use Prefect with Docker☆25Updated 2 years ago
- ☆17Updated 3 years ago
- A repository that showcases how you can use ZenML with Git☆69Updated 2 weeks ago
- NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for …☆107Updated 3 years ago
- Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores☆99Updated 3 weeks ago
- ☆20Updated 11 months ago
- Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.☆30Updated 3 years ago
- Automatically transform all categorical, date-time, NLP variables to numeric in a single line of code for any data set any size.☆65Updated 4 months ago
- Instant search for and access to many datasets in Pyspark.☆34Updated 2 years ago
- An unsupervised feature selection technique using supervised algorithms such as XGBoost☆90Updated last year
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 4 months ago
- Cyclic Boosting Machines - an explainable supervised machine learning algorithm☆61Updated 8 months ago
- The fast.ai data ethics course☆16Updated 2 years ago
- Research repo for code that may or may not end up in fastai3☆50Updated 3 years ago
- Code accompanying the "Debugging machine learning in production" talk☆29Updated 3 years ago
- This repository is to host template for calculating ROI on Artificial Intelligence projects☆44Updated 5 years ago
- Concept drift monitoring for HA model servers.☆101Updated 2 years ago
- ☆30Updated 2 years ago
- Template repo for kickstarting recipes for regression use case☆54Updated 5 months ago
- ☆27Updated 2 years ago
- Streamline scikit-learn model comparison.☆145Updated 2 years ago
- Dvc + Streamlit = ❤️☆40Updated last year
- CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system☆77Updated 2 years ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆106Updated 2 years ago