Brian Spiering brianspiering

Greek Letters

Α α Alpha
Β β Beta
Γ γ Gamma
Δ δ Delta
Ε ε Epsilon
Ζ ζ Zeta
Η η Eta

Scala Quickstart

Enviroment

Online Tutorials

Teaching Tech Together A must-read on how to teach anything computer related in an inclusive way for non-traditional classrooms
Five Easy Lessons: Strategies for Successful Physics Teaching The first half of the book covers general principles of active learning for technical topics. The goal is to get students to participate as much as possible and constructive challenge their misconceptions that are in the way of learning more advanced materials.
Teaching Statistics: A Bag of Tricks Hands-on activities to experimentally learn probability and statistics.
Active Learning: A Practical Guide for College Faculty Not great but has useful nuggets.

Multi-label classification for text: A Quick Start Guide

Multi-label classification is assigning one or more labels to a data instance. Whereas, multi-class classification is assigning the single best label to a data instance. Common examples of multi-label classification are tagging objects in an image or tagging questions on question answering website. This guide will only cover the text applications.

Start by reading the Wikipedia article on multi-label classification.

The following readings are suggested to get oriented to the problem definition and possible approaches:

A Review on Multi-Label Learning Algorithms by Zhang and Zhou. Worth a skim.

	#! /usr/bin/env python
	# -- coding: utf-8 --
	"""A demonstration implementation of a Binary Search Tree (BST)
	"""

	class Node:
	"""Base Binary Tree Data Structure"""
	def __init__(self, data=None, left=None, right=None):
	self.data = data
	self.left = left

	# Remove data from git history
	git clone --mirror https://github.com/brianspiering/intro_course_data_science_for_good-1.git
	cd intro_course_data_science_for_good-1.git/

	# What are we dealing with?
	git count-objects -vH

	# Use a silver bullet
	# https://github.com/rtyley/bfg-repo-cleaner
	bfg --delete-files *.csv

	import os

	# Put text data into folder. In this case it is shakespeare/shakespeare.txt

	# Build
	os.system('quilt build BrianSpering/shakespeare shakespeare')

	# Push
	os.system('quilt push BrianSpering/shakespeare --public')

	tap "homebrew/bundle"
	tap "homebrew/cask"
	tap "homebrew/cask-fonts"
	tap "homebrew/cask-versions"
	tap "homebrew/core"
	brew "ammonite-repl"
	brew "openssl"
	brew "awscli"
	brew "bash"
	brew "bash-completion"