/Visualizations

Visualizations for machine learning, high dimensional data, including creation of MP4 videos and animated Gifs in Python.

Primary LanguagePython

Currently available in the Source Code folder:

  • Material related to visualizing agglomerative systems evolving over time, to show the distribution of particle sizes from beginning to end. Python code: atoms.py. Output videos: see histo files in this folder. Related article with full description: Generating and Videolizing Agglomerative Processes available here.
  • Material related to data animations (MP4 videos, animated gifs) and visualizing high dimensional data. See files with keywords riemann, videopy and image. Related article with full description: The Art of Visualizing High Dimensional Data available here.
  • Contour plots, including animated maps. Python code: Matplotlib vs. Plotpy. All the details are in the article From 3D Contour Plots to AI-Generated Art , available here. Filenames starting with the keyword contour in this folder.
  • Python code related to the article Dynamic Clouds and Landscape Generation: Morphing and Evolutionary Processes available here. Filenames starting with the keyword terrain in this folder.
  • Material related to the article Spectacular Videos: Synthetic Universes, with Star Collision Graph available here. Filenames starting with the keyword nbody in this folfder.