austincstone Goto Github PK

austincstone.github.io

bash_profile

bash profile that I use

connectomics

2013-2014 Kaggle Connectomics Challenge - Infer the neural connectome from fluorescence data and neuron positions. MCMC approach to sample from the posterior distribution of likely connectomes

convnet

A "deep" convolutional neural network for classifying the MNIST database. Uses dropout and rmsprop.

digitrecognition

Classify handwritten digits

eigenface-recognition

flaskblog

A simple blog written with Flask

founderati-client

AngelList or LinkedIn, are excellent tools, but these networks are so large that it returns to a game of “who you know” offline. It is easy to get lost in the crowd. Founders and investors alike need a better means of discovering and connecting with each other, and they need this to be filtered so that the bozos and spammers stay out. They need a way to meet strangers for shared benefit. There is no better filter than affinity, and this is the premise of Founderati. Founderati is a network for entrepreneurs, investors and startup builders that is limited to a given university alumni community. There are few icebreakers as strong as attending the same college. To further ensure the quality of the network, Founderati comprised only of invited individuals who must then complete an application that is reviewed for approval or rejection by an admin. Simply put, startup-minded Founderati enables students and alumni to connect with each other without having to filter through spammers and goofballs. Only the best of a given alumni are admitted.

founderati-server

Server for Founderati

genetic-algorithm-sorting-network

gibbs_sampling

A proof of concept of the eventual convergence of gibbs sampling and ancestral rejection sampling.

google-research

Google Research

httpcache

Takes URLs and caches responses from GET requests to these URLs. Returns responses from cache based on the header fields Max-age and Expires.

learningcuda

Me working through CUDA by example

lensbuilder

WIP optimize for the surface of a focusing lens by casting rays

lexer

A lexer for prolog

logisticregressionhaskell

Logistic regression done in Haskell. Classifies digits of the MNIST handwritten digit database as 0 or 1.

netflix_prize_challenge

Predict's people's ratings of movies they haven't seen based on existing movie ratings.

optimalcontrol

Practicing some concepts from control theory.

oxen

Python-based job runner with a web-based frontend.

prologparserandevaluator

A parser and evaluator written in prolog for a simple (but Turing complete) programming language.

quantumsearchalgorithmsimulation

A simulation of Grover's algorithm (http://en.wikipedia.org/wiki/Grover's_algorithm) that searches a database (or function) or for a specific value in O(sqrt(N)) time.

realtimeraytracingfractalworld

Real time ray tracing of a fractal world consisting of mountains, water, clouds, and snow.

royal-road-with-ditches-genetic-algorithm

A modification of the "Royal Road" genetic algorithm. Implements negative epistasis of fitness positive mutations.

sleepdetectionmoto360

An application for the Moto 360 that uses heart rate and accelerometer data to detect when the wearer has entered R.E.M. sleep.

spectralclustering

Implementing spectral clustering as part of a homework assignment for graduate statistical modeling I

statshw2

Simple linear regression and model selection stuff I'm required to do...

statsmodelinghw1

My first homework for statistical modeling

stereovisionmrf

Using a MRF with loopy belief propagation to infer depth from stereo images.

stonks

Playing around with some option calculations.