presentation_ideas.md

Ideas for presentations and deeper research

Python language

• Type Suggestions: https://docs.python.org/3/library/typing.html

• Assignment Expression https://www.python.org/dev/peps/pep-0572/ : Why Guido left....

• Generators

• Decorators

• Map,Filter,Reduce paradigm ( compare to list,dictionary comprehensions)

• Alternate Python implementations (Jython, PyPy etc)

Libraries

Lists of Python Libraries

• Python 3.x standard library (list of modules): https://docs.python.org/3/library/
• Top Python packages on PyPI: https://hugovk.github.io/top-pypi-packages/
• List of useful Python modules: https://wiki.python.org/moin/UsefulModules

General Computational

• NumPy (will be covered in class)
• SciPy
• Pandas

Graphs

• NetworkX

Web Frameworks

• Flask
• Django

Web Scraping Tools / Parsers

• Beautiful Soup
• Selenium

Machine Learning / Data Mining / AI

• Scikit-Learn
• TensorFlow
• PyTorch
• Keras

Image processing

• openCV
• PIL

Visualizations

• mathplotlib
• plotly

GUI

• PyQT, PySide (recommend PySide)
• wxWidgets
• tkinter

The above are just suggestions, you find an interesting library, show it to us! :)

Projects

• Peter Norvig's Sudoku solver : http://norvig.com/sudoku.html (explain how it works), learn how the head of Google AI research solves problems

• Your own program presented