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aws-doc-sdk-examples

Welcome to the AWS Code Examples Repository. This repo contains code examples used in the AWS documentation, AWS SDK Developer Guides, and more. For more information, see the Readme.rst file below.

benoitparis_explainable-challenge

carla

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

clear

Counterfactual Local Explanations of AI systems

datasciencecoursera

For work with Data Science Specializaiton on Coursera.org

datasharing

The Leek group guide to data sharing

elb-classic-load-balancers-user-guide

The open source version of the User Guide for Classic Load Balancers. To submit feedback or requests for changes, submit an issue or make changes and submit a pull request.

exdata-proj1

Exploratory Data Analysis Project 1

explainable-ai-workshop_parulnith

fairness-learning

Achieve counterfactual fair decision through data preprocessing

getdata-003

Course project submission for Coursera MOOC "Getting and Cleaning Data"

getting-cleaning-pra

peer review assignment for Getting and Cleaning Data (JHU, Coursera)

globallyconsistentrules

Implementation of algorithms from the paper "Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models: Application to Credit-Risk Evaluation" by Cynthia Rudin and Yaron Shaposhnik https://ssrn.com/abstract=3395422

gpt-3-in-production

hadoop-common

Mirror of Apache Hadoop common

hands-on-explainable-ai-xai-with-python

Explainable AI with Python, published by Packt

learntools

First GitHub repository. Learning Data Scientist's toolbox.

mace

Model Agnostic Counterfactual Explanations

ml-bias-fairness

Data and Model-based approaches for Mitigating Bias in Machine Learning Applications

nice

pages_init

predictionassignment

PredictionAssignmentWriteup

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

saturncloud

slidifysubmission

Deck on BMI Calculator for Coursera Submission

xai-series