tjwei/NCTU_IOG5017

NCTU_IOG5017

Data Science Software and Computation Experiments

資源

參考資料

• 書: Python Data Science Handbook by Jake VanderPlas: https://jakevdp.github.io/PythonDataScienceHandbook/
• 軟體：
  • Anaconda: https://www.anaconda.com/download/ Python 3.x version (64bit)
  • Github Dektop: https://desktop.github.com/
• PCA
  • https://www.cs.cmu.edu/~mgormley/courses/10701-f16/slides/lecture14-pca.pdf
  • https://en.wikipedia.org/wiki/Principal_component_analysis
• jupyter notebook api
  • ipywidgets: https://ipywidgets.readthedocs.io/en/latest/
  • binder: https://mybinder.org/
  • voila: https://github.com/voila-dashboards/voila
  • https://github.com/jupyter-widgets/tutorial/blob/master/outline.md
  • https://ipywebrtc.readthedocs.io/en/latest/
  • https://github.com/jupyter-widgets/ipyleaflet
  • https://github.com/jupyter-widgets/pythreejs
  • https://github.com/InsightSoftwareConsortium/itkwidgets
  • Euro SciPy Tutorial: https://github.com/jupyter-widgets/tutorial