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aws_scripts

Repository of useful scripts and instructions for using AWS

berksarrus

Coding challenge for an interview August 2020

counting_sea_lions

Building a CNN to get accurate counts of Sea Lions, divided by gender and age, from Satellite images

cv_tests

Some computer vision tests - mainly for training neural nets

deeplearningbook

MIT Deep Learning Book in PDF format

developerresources

Repository for distributable artwork and developer documents.

dsi-precourse

The precourse homework for Galvanize DSi

dsi_resources

Collection of resources from DSI for quick reference

fredbot

FredBot: Free Educational Robotics Platform

gameoflife

Game of life in Go with extra rules

gcal-analytics

Python analytics on Google Calendar data.

gobrain

Neural Networks written in go

gomobile-text

Displaying text with OpenGL / GoMobile

interviews

Code interviews are a thing. Here are some problems I've worked on for various interviews.

irma-scrapers

Screen scrapers relating to hurricane Irma. See their output in https://github.com/simonw/irma-scraped-data/

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano.

kulka

multitrack

Personal project for editing paragliding traces.

neokulka

A project apply a DQN to controlling physical robots; specifically the Sphero robotic ball.

neural.swarms

A project applying neural networks to cellular automata games

notebook

This is the dumping ground for my data science practice at Galvanize. It might not be pretty.

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

probabilistic-programming-intro

python.swarms

Swarm simulation

qtsphero

Applied neural networks with Sphero, based on python, theano, tensorflow, and pygame.

reinforcement-learning-car

Using reinforcement learning to teach a car to avoid obstacles.

rms-open-letter.github.io

siliconk

munch munch

spaceshipgenerator

spark-install

Installation guide for Apache Spark + Hadoop on Mac/Linux