My cheat sheet.
- 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)
- FFT
- simple_RNN
- gui
- newport_delay_stage_basic_python
- Basic_SQL_on_JupyterNotebook
- loading_image
- play_sound_pygame
- Description: Demonstration of FFT for various types of waves.
- Libraries: numpy.fft
- Description: Simple RNN for a sinusoidal function.
- Libraries: Keras
- Description: python GUI
- Libraries: tkinter
- Description: Controlling a Newport Delay Line stage.
- Libraries: pythonnet (using .NET Framework on python)
- Description: Showing how to use SQL on Jupyter Notebook.
- SQLite
- Description: Showing how to load an image data.
- Libraries: matplotlib, scikit-image, pillow, OpenCV
- Description: Image processing, edge detection, denoising
- Libraries: OpenCV, Pillow skimage
- Description: Play sound using pygame
- Libraries: pygame