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artificial_intelligence

CSCE 625 Course Repo (Personal)

autoencoder

An autoencoder using a convolutional neural network with Tensorflow

bp-estimation-mimic3

Crucial pieces of code for the BP estimation using MIMIC III database. Paper submitted to Sensors journal.

connectstats_server

Implementation of a web service for ConnectStats and Garmin Health API

dbdp

DEPRECATED. Please make all updates in DBDP organization, linked below:

deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

fit-rec

Code for WWW 19' paper

hmmlearn

Hidden Markov Models in Python, with scikit-learn like API

hrvanalysis

Package for Heart Rate Variability analysis in Python

hw-acceptance-unit-test-cycle

hw-rails-intro

hw-ruby-intro

Ruby Introduction Assignment for Agile Development using Ruby on Rails

palms

Platform for Analysis and Labeling of Medical Time Series

pgm-project-vbae

pytorch-transfomer

My implementation of the transformer architecture from the Attention is All you need paper applied to time series.

rottenpotatoes-rails-intro

RottenPotatoes app skeleton for saasbook/hw-rails-intro

sand

[Implementation example] Attend and Diagnose: Clinical Time Series Analysis Using Attention Models

stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

time-series-prediction

A collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats, gan, kalman-filter

transformer

Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.

transformer_blog

typo

Typo is the oldest and most powerful Ruby on Rails blogware, providing custom templates, powerful drag and drop plugins API, advanced SEO capabilities, XMLRPC API and many more.

wumpus-hunting-qlearning

Contextual Bandits & Q-learning for hunting the Wumpus