ksonod / cheat_sheet

Python cheat sheet

cheat_sheet

My cheat sheet.

Learning

• Deep_learning_with_python by Francois Chollet (2018)
• The Scientist and Engineer's guide to Digital Signal Processing (Second Edition) by Steven W. Smith (1999)
• Machine Learning by Andrew Ng (Coursera's course)
• Statistics (my original notebooks)

random lists

• FFT
• simple_RNN
• gui
• newport_delay_stage_basic_python
• Basic_SQL_on_JupyterNotebook
• loading_image
• play_sound_pygame

FFT

• Description: Demonstration of FFT for various types of waves.
• Libraries: numpy.fft

simple_RNN

• Description: Simple RNN for a sinusoidal function.
• Libraries: Keras

gui

• Description: python GUI
• Libraries: tkinter

newport_delay_stage_basic_python

• Description: Controlling a Newport Delay Line stage.
• Libraries: pythonnet (using .NET Framework on python)

Basic_SQL_on_JupyterNotebook

• Description: Showing how to use SQL on Jupyter Notebook.
• SQLite

loading_image

• Description: Showing how to load an image data.
• Libraries: matplotlib, scikit-image, pillow, OpenCV

image_processing

• Description: Image processing, edge detection, denoising
• Libraries: OpenCV, Pillow skimage

play_sound_pygame

• Description: Play sound using pygame
• Libraries: pygame