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708-term

MATLAB implementation of numeric integration techniques for CS 657/708 term project.

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

automatic-differentiation

Implementation of automatic differentiation using forward accumulation.

basic-ir-text-stats

Basic information retrieval system on local documents for Text Retrieval class

cs351_lab_discussions

cubic_splines

Calculated cubic splines on a small dataset in MATLAB

data-structures

DS&A in C++, Python, maybe more

digit_recognition

Simple Keras CNN for digital digit recognition

ds-a-python

exoplanet-detection

Neural networks for the classification of Kepler light curves as containing a transiting exoplanet or not.

filmcollection

Initially created as a debugging midterm for Data Structures and Algorithms, this is a representation of a Film collection

ga-classification-assignment

Two part project for AI: one does classification with decision trees and NB using algorithms from AIMA; second does constraint satisfaction with greedy search vs a search with a genetic algorithm

gradebook

A C implementation of a command line driven gradebook server application

hopfield-model

Hopfield Model storing and denoising basic digits, as well as MNIST images.

ica-signalseparation

MATLAB implementation of signal separation on mixed images using fast ICA

inforetrieval-termproject

Search engine that focuses on astronaut health and the dangers of long-term space missions

informed-sequential-maze-solver

Python maze solver using informed search on sequential mazes with wildcards

internship-application-systems

kernel_svm

Kernel SVM in MATLAB with produced plot

kmeans-rbf-classifier

Implementation of a radial basis function classifier using k means clustering.

lab12

Lab12

lc3-vm

least_squares

Implementation of least squares method to fit a polynomial to a given set of data points

light-years

linear_svm

Linear SVM in MATLAB with produced plot

lpn

Learn Prolog Now LaTeX sources

mnist_perceptrons

Single layer perceptrons to classify specific digits from a subset of the MNIST dataset

monitoring

The comma.ai Driver Monitoring Challenge!

multilayer_perceptron

Multilayer perceptron for a subset of the MNIST dataset. mlp.py does stochastic learning and mlp_mini does mini batch learning.

multivariate_time_series_forecast

Tutorial code for time series forecasting