https://github.com/liviu-/notebooks

Directory of Jupyter notebooks exploring various topics
https://github.com/liviu-/notebooks

deep-learning jupyter-notebook machine-learning

Last synced: 11 months ago
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Directory of Jupyter notebooks exploring various topics

• Host: GitHub
• URL: https://github.com/liviu-/notebooks
• Owner: liviu-
• License: mit
• Created: 2016-03-26T19:57:42.000Z (about 10 years ago)
• Default Branch: master
• Last Pushed: 2017-02-25T21:02:38.000Z (over 9 years ago)
• Last Synced: 2024-08-08T23:20:01.915Z (almost 2 years ago)
• Topics: deep-learning, jupyter-notebook, machine-learning
• Language: Jupyter Notebook
• Size: 6.86 MB
• Stars: 316
• Watchers: 16
• Forks: 48
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# notebooks

Directory of Jupyter notebooks exploring various topics.

- [Super-Resolution using Coordinate-Based Networks](notebooks/super-resolution_coordinates.ipynb) - Upscale your low resolution images or call it abstract art when the upscaling does not work.

- [Abstract Art with Random Weights](notebooks/abstract_art_cppn.ipynb) - Generate deep artworks with deep neural networks in 10 cells of Jupyter Notebook!

- [Bayesian Linear Regression](notebooks/bayesian_linear_regression.ipynb) - Find out the right Gaussian match for your dataset with this step-by-step computation brought to you by Dr. Thomas Baybes.

- [Predicting Marks from Facebook Likes](notebooks/predicting_marks_by_facebook_likes.ipynb) - Harnessing the deepest powers of machine learning, I invoked the infamous polynomial regression to join powers with Facebook to tell me what marks I should expect for my exams.

- [Predicting Academic Financial Endowment](notebooks/time_series_introduction.ipynb) - Just like predicting stocks, but a lot more exciting! Get rich in 5 steps with this awesome tutorial.