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aibootcamp

auction_frontend

bigram-model

Use a corpus to build a bigram language model

cs5348_project_3

Project 3 Spring 2017 - Sockets

decision-trees-heuristics-and-pruning

Build and train a decision tree. Regularization with pruning

deepreinforcementlearning-dqn-starcraft2

StarCraft II - pysc2 Deep Reinforcement Learning Examples

deepreinforcementlearning-starcraft2

A bot that learns how to play StarCraft II. The bot is a CNN, and learns using the DQN algorithm.

dlaicourse

Notebooks for learning deep learning

fnmutd_2019

Fannie Mae code samples for the UTD Hackathon

github-slideshow

A robot powered training repository :robot:

global-ai-bootcamp-drl

Slides and references for my presentation at the Global AI Bootcamp Houston Edition

hello_world

intro-to-data-with-python

iot-security-check

An approach to analyze the security of an IoT device as well as the fairness of its privacy policy using the Hello Barbie Doll.

lab

lesk-implementation

Implementation of Lesk algorithm for for word sense disambiguation.

mortgage-risk-analytics-hackutd19

mrrjob-practice

myweb

Draft of personal web

node

w3schools_expanded

online-auction

phishing-detection

Build a classifier to approach the phishing attack detection problem

read-html-table

Use regular expressions to extract the information from a html table

spam-filtering

Natural Language Processing application. Compare the Naive Bayes, Logistic Regression (batch), and Perceptron (stochastic) algorithms.

spark_tutorial

Spark course adapted to run in hadoop environment

streams2

t3

Movie recommendation system.

t4

td-0-and-sarsa-for-pac-man-and-grid-world

viterbi-implementation

Implementation of Viterbi algorithm