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bayesian-models-machine-learning-eecs6720

classification_regression_tasks

This repository contains two Python notebooks for classification using Logistic Regression and regression tasks using linear regression models.

clock

An abstract clock

coding_challenges

Solutions to coding challenges from Leetcode and Hackerrank, along with demo of common concepts such as Linked Lists and Trees. Solutions are a mix of Swift, Javascript and Python.

dinosaur_names

A website to learn dinosaur names and the origin of those names. Uses HTML(Bootstrap), CSS, jQuery and Flask(Python)

events

Events app

expandable_tableview

Simple example of expandable table view cells of dynamic height.

flask_frontend

Implementation of a frontend application with a backend using Flask, HTML/CSS and JavaScript

foursquare_placesapi_documentation

Documentation of FourSquare's Places API

game_play

Functions in Python for adversarial game playing including minimax and alpha-beta pruning.

hidden_markov_model

This project implements the Forward Algorithm and the Viterbi Algorithm in Python. It also trains a new model for better accuracy results in HMM.

hongkongmei

Tool to study proliferation of content on Reddit

hw-bdd-cucumber

hw-ruby-intro

Ruby Introduction Assignment for Agile Development using Ruby on Rails

hw-sinatra-saas-hangperson

Hangperson: a scaffolded (!) ESaaS getting-started assignment

ioscodegentemplate

A template for the code you need to set up to get Swift Scripting up and running.

landmark_detection

Uses convolutional neural network model to identify landmarks on the Columbia University campus. It can currently identify 3 landmarks: Alma Mater, The Curl and Pan.

markov-decision-processes

Implementation of Value Iteration, Policy Extraction and Q-learning algorithms

matplotlib_tutorial

Plotting the intensity of Australian wildfires using matplotlib

ml_notebooks

Collection of python notebooks on different machine learning topics

mvvm_ios

Model implementation of MVVM architecture following Ray Wenderlich tutorial

n-puzzle

Solving the n-puzzle problem using Depth First Search, Breadth First Search, Best First Search and A* algorithms.

naive-bayes-classifier

Implementation of a Naive Bayes Classifier for classifying words as spam or non-spam.

named-entity-tagger

Tagging words to parts of speech

newsworthy

Fetching news stories from NewsAPI in a SwiftUI app

nyttopstories

App showing top stories from The New York Times

photo-extension

A Google Chrome extension for Twitter, designed to add a button to every tweet that contains images, and display information about them when clicked.

player_performance_tracker

Twitter bot to track soccer player performance

provenance-data

resume