Pinned Repositories
PyRIT
The Python Risk Identification Tool for generative AI (PyRIT) is an open access automation framework to empower security professionals and machine learning engineers to proactively find risks in their generative AI systems.
fairlearn
A Python package to assess and improve fairness of machine learning models.
responsible-ai-toolbox
Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.
fairlearn
A Python package that implements a variety of algorithms that mitigate unfairness in supervised machine learning.
fairlearn-pycon-sprint
Instructions for PyCon sprints May 2021
fairlearn-scipy-sprint
fantasy-football-prediction
Accurate predictions of Fantasy Football scores can make a difference in a Fantasy Football league. The provided files were used to create a dataset and evaluate Machine Learning techniques, namely Support Vector Regression and Neural Networks, on 2014 NFL game data.
NFLPlayPrediction
Based on NFL game data, we want to predict the success of a play. This can be used to insert different strategies before the play is called to determine the success probability.
ResponsibleAI
A collection of news articles, books, and papers on Responsible AI cases. The purpose is to study these cases and learn from them to avoid repeating the failures of the past.
romanlutz.github.io
Roman Lutz's website
romanlutz's Repositories
romanlutz/ResponsibleAI
A collection of news articles, books, and papers on Responsible AI cases. The purpose is to study these cases and learn from them to avoid repeating the failures of the past.
romanlutz/fairlearn
A Python package that implements a variety of algorithms that mitigate unfairness in supervised machine learning.
romanlutz/fairlearn-pycon-sprint
Instructions for PyCon sprints May 2021
romanlutz/fairlearn-scipy-sprint
romanlutz/romanlutz.github.io
Roman Lutz's website
romanlutz/icarus
A scalable simulator for evaluating the performance of in-network caches in Information Centric Networking (ICN)
romanlutz/autoscaler
Autoscaling components for Kubernetes
romanlutz/awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
romanlutz/azure-quickstart-templates
Azure Quickstart Templates
romanlutz/AzureML-Containers
Docker containers for running training scripts on AzureML
romanlutz/azureml-examples
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
romanlutz/carbon-aware-sdk
Carbon-Aware SDK
romanlutz/CheXclusion
Code for the paper https://arxiv.org/abs/2003.00827
romanlutz/fairlearn-proposals
Proposal Documents for Fairlearn
romanlutz/fairlearn-stats
romanlutz/fairlearn-talks
Talks / presentations / tutorials about Fairlearn and fairness in ML
romanlutz/github-repo-shields
Stats for GitHub repos represented through shields
romanlutz/github-repo-stats
Track stats for your repo over time!
romanlutz/oss-port
Connecting contributors and maintainers and helping all onboard better.
romanlutz/pmf-automl
Data and code related to the paper "Probabilistic matrix factorization for automated machine learning", NIPS, 2018.
romanlutz/pydata-sphinx-theme
Bootstrap-based sphinx theme from the PyData community
romanlutz/PyRIT
The Python Risk Identification Tool for generative AI (PyRIT) is an open access automation framework to empower security professionals and machine learning engineers to proactively find risks in their generative AI systems.
romanlutz/RAI-vNext-Preview
A Repository for the public preview of Responsible AI in AML vNext
romanlutz/responsible-ai-toolbox
Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.
romanlutz/scikit-learn
scikit-learn: machine learning in Python
romanlutz/scikit-learn.github.io
Scikit-learn website hosted by github
romanlutz/sktime
A unified framework for machine learning with time series
romanlutz/sphinx-gallery
Sphinx extension for automatic generation of an example gallery
romanlutz/torchxrayvision
TorchXRayVision: A library of chest X-ray datasets and models.
romanlutz/up-for-grabs.net
This is a list of projects which have curated tasks specifically for new contributors. These issues are a great way to get started with a project, or to help share the load of working on open source projects. Jump in!