butchland
My current interests are in applying data science, machine learning and geospatial applications for sustainability solutions
Philippines
Pinned Repositories
build-your-own-image-classifier-template
A starter project to build your own fastai image classifier
butchland-machine-learning-notes
My notes on machine learning
dbt-bigquery-gitpod-config
A gitpod config for using dbt-bigquery in vscode
fastai-torchgeo
fastai_nb_explorations
Explorations using jupyter notebooks and fastai2
fastai_xla_extensions
A Python package to allow fastai to run on TPUs using Pytorch-XLA
my_timesaver_utils
Useful utilities i need to stick somewhere
nbdbt
Use notebooks for dbt development
ntlights-processing-utils
A project to use night lights for damage assessment
vscode-dbt-bigquery-power-user
This extension makes vscode seamlessly work with dbt and bigquery
butchland's Repositories
butchland/pylearn2
A Machine Learning library based on Theano
butchland/kaggle-Otto
13th solution for the Otto Group Product Classification Challenge on Kaggle
butchland/keras
Theano-based Deep Learning library (convnets, recurrent neural networks, and more).
butchland/machine-learning
Demonstrates data munging, analysis and visualization techniques
butchland/stat-learning
Notes and exercise attempts for "An Introduction to Statistical Learning"
butchland/scikit-learn-videos
IPython notebooks from the scikit-learn video series
butchland/RepData_PeerAssessment1
Peer Assessment 1 for Reproducible Research
butchland/MarkdownLectures
Convert a single markdown file into lectures, slides, and outlines.
butchland/getdata_assign1
This is my github repo for the course assignment for the Getting and Cleaning Data course on Coursera (March 2015 edition)
butchland/ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
butchland/LittleInferenceBook
A book for the coursera statistical inference class
butchland/httr
httr: a friendly http package for R
butchland/DSPNumex
Numerical examples examples for the DSP class by Martin Vetterli and Paolo Prandoni on coursera.
butchland/ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
butchland/aes-example
butchland/datasciencecoursera
my repo for the Data Science course at Coursera (Jan2014)
butchland/SignalsOfTheDay
This is a collection of signals interesting for historical or cultural reasons. Each signal is described and analyzed in an [ipython notebook](http://ipython.org/notebook.html).
butchland/builditbreakit
Build it Break it Fix it Fall 2014 Submission
butchland/BuildItBreakItFixItForSparta
butchland/tomighty
A nice desktop timer app for Pomodoro Technique users
butchland/data-science
Supporting materials for weblog series on data science
butchland/datasharing
The Leek group guide to data sharing
butchland/Kaggle-AmazonChallenge2013
my public kaggle code
butchland/stanford_dl_ex
Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial
butchland/directory-rest-nodejs
Node.js / MongoDB RESTFul services for the Employee Directory sample application
butchland/nodecellar
Sample application built with Backbone.js, Twitter Bootstrap, Node.js, Express, MongoDB