cmawer / reproducible-modelLinks
☆88Updated 6 years ago
Alternatives and similar repositories for reproducible-model
Users that are interested in reproducible-model are comparing it to the libraries listed below
Sorting:
- Toy example of an applied ML pipeline for me to experiment with MLOps tools.☆209Updated 3 years ago
- Tutorial given at PyData LA 2018☆97Updated last year
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆183Updated last year
- ML project template facilitating both research and production phases.☆114Updated 6 years ago
- ⬛ Python Individual Conditional Expectation Plot Toolbox☆165Updated 5 years ago
- A library that implements fairness-aware machine learning algorithms☆126Updated 5 years ago
- Content for the Model Interpretability Tutorial at Pycon US 2019☆41Updated last year
- ☆44Updated 2 years ago
- ☆155Updated 5 years ago
- 🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.☆263Updated 3 years ago
- ☆103Updated 2 years ago
- fastai V2 implementation of Timeseries classification papers.☆242Updated 3 years ago
- Notebook and slides for my talk at Pydata NYC 2018☆88Updated last year
- Collection of articles listing reasons why data science projects fail.☆464Updated 4 years ago
- Tutorial for a new versioning Machine Learning pipeline☆80Updated 4 years ago
- Applied Machine Learning with Python☆80Updated last year
- 🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.☆149Updated last year
- Practical ideas on securing machine learning models☆36Updated 4 years ago
- Guide on creating an API for serving your ML model☆67Updated 3 years ago
- Data Analysis Baseline Library☆133Updated last year
- Workshop on Target Leakage in Machine Learning I taught at ODSC Europe 2018 (London) and ODSC East 2019, 2020 (Boston)☆37Updated 5 years ago
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆171Updated 2 years ago
- Material for Talk at PyData Seattle 2017☆167Updated 7 years ago
- To Run, Manage and Visualize Large Scale Experiments☆172Updated 2 years ago
- COMS W4995 Applied Machine Learning - Spring 20☆246Updated 3 years ago
- Practical active learning in python☆191Updated 3 years ago
- xverse (XuniVerse) is collection of transformers for feature engineering and feature selection☆118Updated 2 years ago
- Example project for the course "Testing & Monitoring Machine Learning Model Deployments"☆136Updated last year
- Data Science Project Template☆140Updated 7 years ago
- A machine learning testing framework for sklearn and pandas. The goal is to help folks assess whether things have changed over time.☆104Updated 3 years ago