Pinned Repositories
Algorithms
Some algorithms I built in conjunction with online courses
Building-a-Student-Intervention-System
Udacity Machine Learning Nanodegree Project 2. Investigated the factors that affect a student's performance in high school. Trained and tested several supervised machine learning models on a given dataset to predict how likely a student is to pass. Selected the best model based on relative accuracy and efficiency.
Creating-Customer-Segments
Udacity Machine Learning Nanodegree Project 3. Reduced dimensionality from 6 to 2 using PCA. Applied clustering using Gaussian Mixtures. Interpreted results and proposed recommendations for improved business processes.
Deep-Learning
Udacity's Deep Learning Class Assignments
Ditech-Challenge-ANN
Udacity Machine Learning Nanodegree Final Project
Fibonet
A super-fast algorithm for calculating Fibonacci numbers using Binet's Method
Kaggle-Santander-Challenge
Techniques for predicting ROC-AuC for the Kaggle Santander Challenge
Minds.jl
A neural network package in Julia
Train-a-Smartcab-to-Drive
Udacity Machine Learning Nanodegree Project 4
VacuumWorld
Norvig's Vacuum Cleaner World for AI. Built agents of varying complexity to interact with the Vacuum World environment. Built some simple environments in which the agents can act.
ztultrebor's Repositories
ztultrebor/PrimeNumberGenerator
a non-memoized, pure recursion prime number generator
ztultrebor/Tetris-Like
ztultrebor/MoodyCat
a charismatic feline moves around and experiences mood swings
ztultrebor/Memorize
ztultrebor/Fibonet
A super-fast algorithm for calculating Fibonacci numbers using Binet's Method
ztultrebor/Minds.jl
A neural network package in Julia
ztultrebor/MNIST.jl
Tools for working with the MNIST data set
ztultrebor/julia
The Julia Language: A fresh approach to technical computing.
ztultrebor/CIFAR.jl
Loading the CIFAR Image dataset in Julia
ztultrebor/Algorithms
Some algorithms I built in conjunction with online courses
ztultrebor/Ditech-Challenge-ANN
Udacity Machine Learning Nanodegree Final Project
ztultrebor/scikit-learn
scikit-learn: machine learning in Python
ztultrebor/Deep-Learning
Udacity's Deep Learning Class Assignments
ztultrebor/Kaggle-Santander-Challenge
Techniques for predicting ROC-AuC for the Kaggle Santander Challenge
ztultrebor/Train-a-Smartcab-to-Drive
Udacity Machine Learning Nanodegree Project 4
ztultrebor/Creating-Customer-Segments
Udacity Machine Learning Nanodegree Project 3. Reduced dimensionality from 6 to 2 using PCA. Applied clustering using Gaussian Mixtures. Interpreted results and proposed recommendations for improved business processes.
ztultrebor/Building-a-Student-Intervention-System
Udacity Machine Learning Nanodegree Project 2. Investigated the factors that affect a student's performance in high school. Trained and tested several supervised machine learning models on a given dataset to predict how likely a student is to pass. Selected the best model based on relative accuracy and efficiency.
ztultrebor/Predicting-Boston-Housing-Prices
Udacity Machine Learning Nanodegree Project 1. Built a model to predict the value of a given house in the Boston real estate market using various statistical analysis tools. Identified the best price that a client can sell their house utilizing machine learning.
ztultrebor/VacuumWorld
Norvig's Vacuum Cleaner World for AI. Built agents of varying complexity to interact with the Vacuum World environment. Built some simple environments in which the agents can act.