Notebooks and code of my 2018 JupyterCon talk
The notebooks and code depend on the following python packages:
numpy
(Version 1.14.0)scipy
(Version 1.0.0)pandas
(Version 0.22.0)sklearn
(Version 0.19.1)tensorflow
(Version 1.2.1)keras
(Version 2.0.6)ipywidgets
(Version 7.1.1)bqplot
(Version 0.11.1)
- All the examples in the talk were run in a black-themed notebook (and black-themed
ipywidgets
andbqplot
). The colors used in the visualizations and plots were chosen to work well on the black background. Since the classic notebooks are white-themed, please update the colors (especially lighter colors like yellow) accordingly. - Special add-ons like full-screen button etc. were used to render the visualizations on a full screen. These are not available by default in the classic Jupyter notebook.
(Hopefully with Jupyterlab black-themed notebooks/widgets and full-screen rendering will be available for all)
The following models/algorithms/tools were covered in the talk:
- Improve documentation
- Make notebooks run in binder