andersource
andersource
/ reconstruct.py
Created
June 6, 2025 14:25
Recreational Image Reconstruction with Decision Trees
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| from skimage.io import imread, imsave | |
| import matplotlib.pyplot as plt | |
| import numpy as np | |
| from sklearn.tree import DecisionTreeRegressor | |
| from sklearn.ensemble import RandomForestRegressor | |
| from skimage.transform import rescale | |
| def blue(r, k): | |
| cell_size = r / np.sqrt(2) |
andersource
/ heads_or_tails_solution.html
Created
November 4, 2024 16:51
Solution to conceptual intro to ML exercise
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| <!DOCTYPE HTML> | |
| <html> | |
| <head> | |
| <title>Heads or Tails</title> | |
| <link rel="icon" href="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAHgAAAB3CAMAAAD/7HQ1AAAmDHpUWHRSYXcgcHJvZmlsZSB0eXBlIGV4aWYAAHjapZxrkiS3boX/cxVeAt8gl8NnhHfg5fs7rOq50kg3bNkaaaanuyqLSQDnASLlzn/953X/wT/Nune5WKu9Vs8/ueceB180//lnvN+Dz+/394/9/Cz8+fvO7PuDyLcSf6bPX1v9vv7n++HXBT5/DL4qf7hQW98fzD//oOfv9dtvF/p+UNKKIl/s74X690Ipfn4QvhcYn9vytTf74y3M8/nz+/7PNvCf02/T+3e50L8v/u3v2di9XficFONJIXl+T+m7gKT/skuDLwq/x1R4YUj9fSfwe04/K2FD/m6ffv3DB7qrpea/fdGfovLrq9+idX/26Pdo5fh9Sfptk+uvP//2+y6Uv4/K2/o/fHJu36/in7/vLYbPin7bff1372733TN3MXJlq+v3pn5u8X3F64hL1kc3x9KqN/4rXMLer86vRlYvUmETv8mvFXqIhOuGHHYY4Ybz/lxhscQcj4vGFzGumN43W7LY43pxy/oVbjQiuVMjruuFPaf4ay3hfWz3y71Pa3zyDrw0Bi4WeMs//uX+6RvuVa6G8PZyv71iXTFqs1mGIqffeRkRCfe7qeVt8M+v3/9RXBMRLNpllUhnY+fnErOEfyFBeoFOvLDw56cGg+3vBdgiPrqwmJCIAFELqYQayIdoIbCRjQANlk4BxUkEQilxs8iYU6rEpkV9NG+x8F4aS+Tbju8DZkSipJqM2FBrBCvnQv5YbuTQKKnkUkotVlrpZdRUcy21VqsCxWHJsrNi1cxASxsttdxKq81aa72NHnsCNEuv3XrrvY/BZw6uPHj34AVjzDjTzLO4WafNNvsci/RZeZVVl62 |
andersource
/ heads_or_tails.html
Created
November 3, 2024 15:26
Conceptual introduction to machine learning: can you implement an algorithm that learns your patterns and can predict your next coin choice?
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| <!DOCTYPE HTML> | |
| <html> | |
| <head> | |
| <title>Heads or Tails</title> | |
| <link rel="icon" href="data:image/png;base64,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 |
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| import numpy as np | |
| from skimage.io import imread, imsave | |
| from skimage.filters.edges import sobel | |
| from skimage.color import rgb2gray | |
| from skimage.transform import rescale | |
| from scipy import ndimage | |
| from skimage import measure | |
| from skimage import graph | |
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| <!DOCTYPE HTML> | |
| <html> | |
| <head> | |
| <title>You're the Coin</title> | |
| <link rel="icon" href="data:image/png;base64,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 |
andersource
/ python_turtle_bingo_background.py
Created
April 3, 2024 20:02
Code used to generate the Python Turtle Bingo background, inspired by pottery painted using a color "splash"
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| from tqdm import tqdm | |
| import numpy as np | |
| from skimage.io import imsave | |
| MAX_TILE_SIZE = 120 | |
| W, H = 1840, 4200 | |
| BACKGROUND = np.array([252, 250, 255], dtype=np.uint8) | |
| SPLASH = np.array([60, 67, 117], dtype=np.uint8) | |
| N = 10000 |