gradient_descent
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gradient_descent [2018/11/22 00:25] burkov |
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| ===== Resources ===== | ===== Resources ===== | ||
| - | * [[http://www-bcf.usc.edu/~gareth/ISL/Advertising.csv|Dataset used in the section]] ([[https://www.dropbox.com/s/16ahkrg20qm3wvg/Advertising.csv?dl=0|a backup copy]]) | + | * [[https://www.dropbox.com/s/jhct243700o216d/Advertising.csv?dl=0|Dataset used in the section]] |
| ===== Recommended Reading ===== | ===== Recommended Reading ===== | ||
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| * [[http://ruder.io/optimizing-gradient-descent/|An overview of gradient descent optimization algorithms]] by Sebastian Ruder | * [[http://ruder.io/optimizing-gradient-descent/|An overview of gradient descent optimization algorithms]] by Sebastian Ruder | ||
| + | ===== Animated Illustrations ===== | ||
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| + | Click to see animation: | ||
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| + | {{:gradient_descent.png?400|}} | ||
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| + | (Built by [[https://www.linkedin.com/in/ranjan-piyush-34b29856/|Ranjan Piyush]].) | ||
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