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adversarial-robustness-toolbox

Python library for adversarial machine learning (evasion, extraction, poisoning, verification, certification) with attacks and defences for neural networks, logistic regression, decision trees, SVM, gradient boosted trees, Gaussian processes and more with multiple framework support

advmlthreatmatrix

Adversarial Threat Matrix

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.

ameddpromotiontrends

Army Medical Department (AMEDD) AC Officer Promotion Trends

armory

ARMORY Adversarial Robustness Evaluation Test Bed

coursera-advanced-machine-learning

Coursera Advanced Machine Learning Specialization: Code Implementation and Corresponding Papers

covid_19

Covid_19 Data Analytics

cybersecurity_evasion

deep-learning-with-r-notebooks

R notebooks for the code samples of the book "Deep Learning with R"

defensegan

Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)

dl_example_cyberanalytics

Deep Learning Example for Cyber Analytics

eda_assignment

etf2021-r-py-modeling

generative-adversarial-network-tutorial

Tutorial on creating your own GAN in Tensorflow

gpu-cluster

Manage and coordinate resources across West Point's GPU-based computing systems.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hands-on-reinforcement-learning-with-python

Hands-On Reinforcement Learning with Python, published by Packt

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

how-to-learn-deep-learning

A top-down, practical guide to learn AI, Deep learning and Machine Learning.

intro-to-dl

Resources for "Introduction to Deep Learning" course.

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

keras

Deep Learning for humans

keras-blog

Blog with Keras news, tutorials, and demos.

learning-spark

Example code from Learning Spark book

mario_example

ml-boot-camp

Machine Learning Boot Camp Short Course

msds_458_public

myrepo

continuous integration rep

nyc-sales-data