- Live slides
- Use and arrow keys to step through
- Video of talk from Pycon 2013
- I had the pleasure of giving this talk at Pycon 2013 in a slightly shorter form.
- Presentation markdown source
- Links to repository with actual markdown source that is used for HTML5 slides
- Landslide
- Great Python library to turn markdown into HTML slides
- Sample application code
- Code for sample application that was created as a tool for newcomers to learn from
- Profiling Pandas/NumPy CSV code
- My blog post on this subject
- Sample code whipped up to profile reading a relatively small CSV file
- All the usual caveats with profiling and metrics apply: small sample size, unoptimized versions of all code, etc.
- Use the numbers you get from this script with a grain of salt!
- My blog post on this subject
- Run pyqtgraph with PyInstaller
- This is a forum post where I describe my hackish way to remove dynamic imports from pyqtgraph, which allows it to work with PyInstaller.
- This gist shows most of the diffs, etc. to do this process yourself.
- Sample application issues
- I've created several issues for exploration and bug fixes to get your feet wet with creating a real scientific application using all the tools from the talk. Go try 'em out and send pull requests!
- Pinboard links
- Lots of articles, videos, tutorials about common topics, companies in the field, etc.