franciscogmm Goto Github PK

datapreprocessing

Some Data Preprocessing Exercises (cleaning, blending, manipulation)

etlpipeline

financialanalysisusingnlpandmachinelearning

Used text analytics (NLP) and machine learning to determine the true earnings quality of publicly listed companies

geneticalgorithm

Working my way to creating a version of Ragnarok Online that runs a genetic algorithm. lol.

improvingneuralnetswithgeneticalgorithms

My take on Inspired by @harvitronix's implementation at https://github.com/harvitronix/neural-network-genetic-algorithm

marchmadness2017

Developed predictive models using R and Python to determine the winners of the NCAA March Madness Competition

matchingalgorithms

My quick take on matching algorithms using RF, XGBoost on an imbalanced dataset.

mnist_cnn

CNN Implementation on Tensorflow

moviesentimentneuralnet

Analyzed Youtube move trailer performance and relationship with Box Office ROI performance using sentiment analysis and a neural network model

multi-agent-system-trials

Journey to trying out different libraries for multi-agent system communication

mydatasciencetools

my own script compilation of visualization packages for Data Science

portfoliooptimization

Optimizing asset allocation for S&P 500, BIL, and AGG markets using AMPL

speeddatinglogregression

Conducted statistical analysis and logistic regression modelling to predict match success in speed dating events

timeseries

Collection of time series problems that I worked on

troll-hunting