Nick Walker's repositories
fabric
Hyperledger Fabric is an enterprise-grade permissioned distributed ledger framework for developing solutions and applications. Its modular and versatile design satisfies a broad range of industry use cases. It offers a unique approach to consensus that enables performance at scale while preserving privacy.
mininet
Emulator for rapid prototyping of Software Defined Networks
Web-Scrapers
Various Web Scrapers built using Selenium in Python
yellowdoorsalon.github.io
yellowdoorsalon website
Gatech-CS-7638
Artificial Intelligence For Robotics
Solidity-Practice
Smart contract development using solidity online documentation
LSTM-Penn-Treebank
LSTM RNN Model on the Penn Treebank dataset to predict the next word in a sentence
Computational-Neuroscience
Code from the University of Washington's Computational Neuroscience course via Coursera: https://www.coursera.org/learn/computational-neuroscience
Semantic-Analysis
Various projects and practice focused on semantic analysis including Topic Modeling and Latent Dirichlet Allocation Models
Collaborative-Filtering-RBM
Movie recommendation system built using a Restricted Boltzman Machine based Collaborative Filtering method
Deep-Learning
Code and Projects associated with IBM's Deep Learning Certification via edX
Sparse-Representations
Code from the edX certification Sparse Representations in Signal and Image Processing
Heritage-Health-Prize
Analysis to predict how many days a patient will spend in a hospital in the next year in order to predict and prevent unnecessary hospitalizations
MNIST
Analysis of MNIST dataset, with a goal to use Convolutional Neural Networks to correctly identify digits from a dataset of tens of thousands of handwritten images
Credit-Card-Fraud-Detection
Using undersampling techniques and logistic regression in order to predict credit card fraud. Kernel for the Kaggle dataset "Credit Card Fraud Detection"
US-Nutrition-Data-Shiny-Dashboard
R Shiny dashboard displaying reactive graphs on U.S. nutrition data for high school students and adults in the years 2013 and 2015.
Variable-Rate-Mortgage-Payment-Calculator
This calculates the average monthly payment for a 30 year variable interest rate mortgage using a solver macro in VBA
Future-Value-Calculator
This calculates the future value of an investment based on a user specified initial value, interest rate, number of periods, and compounding frequency
Econometric-Models
Various simple and advanced regression models to develop forecasts of economic activity, to estimate limited dependent variable and simultaneous equation models, and to model time-series processes.
World-Development-Indicators-Visualization
Visualizations of various world development indicators using ggplot2 and maps packages in R
Python-Machine-Learning-Practice
This contains various ML Practice Problems using Sci-kit Learn in Python
House-Prices-Advanced-Regression-Techniques
Code submission for the Kaggle contest "House Prices: Advanced Regression Techniques"
Loan-Prediction-Dataset
KNN Analysis of the Loan Prediction III Problem from Anaytics Vidha. Hackathon can be found at the following link: https://datahack.analyticsvidhya.com/contest/practice-problem-loan-prediction-iii/
Breast-Cancer-Wisconsin-Dataset
Analysis of breast cancer data published by the University of Wisconsin in order to predict benign vs malignant tumors based on tumor attributes. The dataset can be found at the following link: https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+%28Original%29
Intro-to-Data-Analysis-with-Python
Notes and code examples from the Lynda.com course "Introduction to Data Analysis with Python"
Introduction-to-Algorithms
This repo contains notes and code examples from the book "Introduction to Algorithms, 3rd Edition" by Thomas Cormen and others
Data-Science-From-Scratch
Code from the book "Data Science From Scratch: First Principles with Python" by Joel Grus
data-science
:bar_chart: Path to a free self-taught education in Data Science!