Pinned Repositories
ConsensusClustering
Shiny application implementing Consensus Clustering for various clustering algorithms.
DataVizPortfolio
Portfolio for data visualizations created in d3.js
DeepBlues
Artificially generated 12-bar blues melodies using Recurrent Neural Networks
MarkovBlues
Artificially generated 12-bar blues melodies using Variable-length Markov models and Probabilistic Suffix Trees
Progressions
A web-app that allows you to find songs that are similar based on their chord progressions. Powered by Flask+Angular.js
Regressience
"One-stop-shop" regression function created in BSDS 100 at University of San Francisco 2017
TurnoverPrediction
Leveraged 92m data points from SF parking meters to predict parking turnover. Built features and trained a random forest model using SparkML and SparkSQL on an EMR cluster.
Ljfernando's Repositories
Ljfernando/ConsensusClustering
Shiny application implementing Consensus Clustering for various clustering algorithms.
Ljfernando/Progressions
A web-app that allows you to find songs that are similar based on their chord progressions. Powered by Flask+Angular.js
Ljfernando/MarkovBlues
Artificially generated 12-bar blues melodies using Variable-length Markov models and Probabilistic Suffix Trees
Ljfernando/DeepBlues
Artificially generated 12-bar blues melodies using Recurrent Neural Networks
Ljfernando/Regressience
"One-stop-shop" regression function created in BSDS 100 at University of San Francisco 2017
Ljfernando/DataVizPortfolio
Portfolio for data visualizations created in d3.js
Ljfernando/TurnoverPrediction
Leveraged 92m data points from SF parking meters to predict parking turnover. Built features and trained a random forest model using SparkML and SparkSQL on an EMR cluster.
Ljfernando/BeerAnalysis
Case Study in BSDS100: Introduction to Data Science course analyzing Beer ratings
Ljfernando/BikeSharing
Statistical Analysis of the SF Bay Area Bike Share Program
Ljfernando/ClusteringApp
Clustering application created with R Shiny
Ljfernando/DataVizFinal
Ljfernando/DijkstraAlgorithm
A project in CS 245: Data Structures and Algorithms utilizing Dijkstra's algorithm along with other data structures to compute the shortest paths between cities
Ljfernando/google_maps
Ljfernando/HuffmanTextFileCompressor
HuffmanEncoding Text File Compressor Project in CS245:Data Structures and Algorithms at The University of San Francisco
Ljfernando/imcmc
Image Markov Chain Monte Carlo
Ljfernando/Ljfernando.github.io
Ljfernando/MarchMadnessAnalysis2016
Case Study involving NCAA data from 1985-2016
Ljfernando/MovieRecommendation
Collaborative Filtering of User Movie Ratings
Ljfernando/NewStudy
Ljfernando/PredictHousingPrices
Regression Analysis of Ames, Iowa Housing Sale Prices
Ljfernando/PredictingArticlePopularity
Using decision trees, random forests, and boosted trees to predict article popularity
Ljfernando/sf_craigslist
Interactive map of SF visualizing Craigslist housing rentals
Ljfernando/SpamDetectionNaiveBayes
Using Naive Bayes Classifier to Detect Spam Emails
Ljfernando/sphinx_example
Ljfernando/SurvivingTheTitanic
Classification of Titanic Survivors
Ljfernando/VisualizingNetworkTraffic
Dynamic-circles tool used to visualize network traffic and track anomalous behavior