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bias-variance

Bias variance experiment from Learning from Data. Problem 2.24, p. 75.

compiler

Compiler written in C++

cozmo-taste-game

cs50-finance

A website with a PHP/MySQL backend where users can create an account to buy, sell, and lookup stock prices.

cs50-news

A searchable draggable map with a backend written in PHP and data sourced from a SQL database along with a couple of Google API’s that asynchronously displays local news stories.

cs50-spellchecker

This program written in C will check a text file for spelling errors. Implemented load, check, size, and unload functions in dictionary.c. This uses string maniplulation, arrays, pointers, and a hash table.

dbscan

DBSCAN clustering algorithm implementation in python 3

decision-tree

CART Decision Tree

django-polls

Official Django Tutorial

flicklist

fsm

Finite State Machine Designer

k-means

K means implementation

logistic-regression

Logistic Regression written in python 3.

memory-management

Memory management project for Operating Systems class

message-passing

Message passing and operating system simulator project for operating systems

missionaries-and-cannibals

Three missionaries and three cannibals are on one side of a river, along with a boat that can hold one or two people. Find a way to get everyone to the other side without ever leaving a group of missionaries in one place outnumbered by the cannibals in that place.

naive-bayes

The Naive Bayesian classifier is based on Bayes’ theorem with independence assumptions between predictors. A Naive Bayesian model is easy to build, with no complicated iterative parameter estimation which makes it particularly useful for very large datasets. Despite its simplicity, the Naive Bayesian classifier often does surprisingly well and is widely used because it often outperforms more sophisticated classification methods.

numerical-tic-tac-toe

Numerical tic-tac-toe is similar to normal tic-tac-toe, except instead of X's and O's, the two players are given the numbers 1 - size of game board. For a 4x4 board, the goal is to have 4 numbers in a line sum to 34 (the average of numbers 1 - 16 multiplied by 4).

parser

Recursive descent parser for compilers class

perceptron

Perceptron learning algorithm

perceptron-learning

'Pocket' version of the perceptron learning algorithm implementation and visualization

planets-of-the-universe

A small website with details on many planets and up-to-date news.

proc-fans

Exercise 3.9 of UNIX Systems Programming: Communication, Concurrency and Threads: Communication, Concurrency and Threads (2nd Edition)

process-scheduling

Process scheduling project for operating systems class

producer-and-consumers

Concurrent UNIX Processes and shared memory project for operating systems class

redistricting

This program provides simulates redistrictings of a 5x5 map and prints the statistics.

resource-management

Deadlock avoidance (resource management) project for Operating Systems class

ridge-regression

Ridge regression with the regularization parameter estimated by 3-fold cross validation

scanner

Scanner written for Program Translation (compilers) class