Who Made This Face?

from pathlib import Path

DATA_DIR = Path("/kaggle/input")
if (DATA_DIR / "ucfai-core-fa18-gans").exists():
    DATA_DIR /= "ucfai-core-fa18-gans"
    # You'll need to download the data from Kaggle and place it in the `data/`
    #   directory beside this notebook.
    # The data should be here: https://kaggle.com/c/ucfai-core-fa18-gans/data
    DATA_DIR = Path("data")

Other Meetings in this Series

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Fully Connect Neural Networks and Convolutional Neural Networks are absolutely wonderful, but they miss out on one key component of our world, time. This week we'll look at Networks which also model time as part of their inputs – because of this, they'll be able to write nearly as well as Shakespeare! 😃

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The world is complex, making it difficult for algorithms to come to solutions in reasonable amounts of time. To speed them along, we can employ Heuristics to get us significantly closer, faster. Today, we’ll try to approximate the Traveling Salesman Problem by using Simulated Annealing and Particle Swarm Optimization – two Heuristics which move us towards finding the shortest path we can use to visit all the destinations.

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