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coding_challenges

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

fgsm

A re-implementation of the Fast Gradient Sign Method adversarial attack on CIFAR-32 dataset using Python and TensorFlow.

gradient_descent

Finding the global minimum point of a function using Gradient Descent method with python and DEAP

hill_climbing

Finding the local and global minimum points of a function using Hill Climbing method with Python and DEAP

maze_solution_finder

Using Genetic Algorithms, the program finds the most optimal route to solve the maze. Python and DEAP was used for this program.

mood-journal

A supervised machine learning project using text from my personal journal to predict my mood. Used python, scikit and nltk

one-pixel-attack

Re-implementation of the One Pixel Attack using PyTorch and DEAP to misclassify predictions made by VGG model.

sudoku