GHD Python Snippets
A series of useful Python snippets with focus on Machine Learning, Neural Networks, Image Processing, and Data Science.
Snippets
Machine Learning
- import_np_ghd_ml: Imports
np, pd, plt, sns, os, datetime
- timestamp_ghd_ml: Current timestamp as a variable. useful for naming files and etc
- timestamp_raw_ghd_ml: Returns current timestamp in-place. useful for naming files and etc
Neural Networks
- import_tf_ghd_nn: Imports
tf, np, pd, plt, sns, os, datetime
- tensorboad_callback_ghd_nn: Generates a tensorboard callback with the current timestamp as the
log directory
- tensorboard_start_ghd_nn: Loads tensorboard extension and launch tensorboard on
logs/ directory
Image Processing
- opencv_utils_ghd_cv: Many small utility functions for OpenCV
- fourier_analysis_ghd_cv: Fourier analysis of an image
- fourier_filter_ghd_cv: Filter the Fourier spectrum of an image and return the filtered image
Requirements
Depending on what snippets you want to use, you may need to install additional modules.
Release Notes
Users appreciate release notes as you update your extension.
1.0.0
Initial release of the extension.
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