Links for the DHOxSS 2016 Text2Tech talk

DHOxSS 2016 Text2Tech Melvær.md

Get the slides from my talk in the old fashioned portable document format here

Links

• The National Library of Norway
• The NL search API
• My projects: PDF Search, NB Graph and NBngram
• Access the internett through the shell with wget
• Script Chrome with iMacros for tedious and repetitive tasks
• Open Refine (previously Google Refine) lets you take controll and normalize huge sets of data.
• Regex101 is awesome tool for learning and figuring out regular expressions
  • You should never use regex to parse xhtml
• David McClure has some interesting stuff on his blog.
• Jupyter notebook

  • The Jupyter Notebook is a web application that allows you to create and share documents that contain live code, equations, visualizations and explanatory text. Uses include: data cleaning and transformation, numerical simulation, statistical modeling, machine learning and much more.

  • This plugin allows you to use jupyter inline in the Atom text editor. It's pretty, pretty, pretty good.
• word2vec
  • Efficient Estimation of Word Representations in Vector Space (2013)
  • jupyter notebook example
  • A pretty thorough DH intro word2vec
  • There are now multiple ways of running words2vec
    • As a part of the TensorFlow package
    • As a part of gensim
    • With a python interface