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adversarial-debiasing

Implementation of Adversarial Debiasing in PyTorch to address Gender Bias

aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

appliedml_python_coursera

Material and note of the course of Applied ML in Python

arcgis-python-api

Documentation and samples for ArcGIS API for Python

bias-mitigation-examples

censusgeocode

Python wrapper for the US Census Geocoder

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deepunderstandingofdeeplearning

Python code accompanying the course "A deep understanding of deep learning (with Python intro)"

diabetes_readmission

Predicting hospital readmission for patients with diabetes

diabetes_readmission_deep

learn-pandas

Tutorials on how to use pandas effectively to do data analysis

machine-learning-project-walkthrough

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!

medium-blog

Code files for my medium blog

ml-fairness-gym

models

Models and examples built with TensorFlow

notes_on_data_science_machine_learning_and_artificial_intelligence

A site and book project on using data science techniques for political and social phenomena.

piml-toolbox

PiML (Python Interpretable Machine Learning) toolbox for model development and validation

proxy-methodology

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

shap

A unified approach to explain the output of any machine learning model.

surgeo_bisg

Open Source Proxy Demographic module written in Python

you-datascientist