Last year of BA in computer science project. Subject : Shadows in animation and video games
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Updated
Apr 24, 2015 - Python
Last year of BA in computer science project. Subject : Shadows in animation and video games
IFT3395/6390 Machine learning : study and implementation of a gradient descent neural network. It has been test for hand-written number recognition (MNIST dataset).
Implementation of Data Science Algorithms using Python
My first github project.
Implementing algorithms and data structures entirely from scratch
Implementation of spectral CNN in Pytorch
Python implementation for template+chunk dungeon generation
My own quick and basic implementations for Machine Learning Decision Tree classifier algorithm!
Decision tree implementation from scratch
Caves generated via Cellular Automata
Decision Tree Implementation from Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
Implementations of ID3, naive bayes, logistic regression, bagging and adaboosting, along with a handy light-weight evaluation library
Library for machine learning where all algorithms are implemented from scratch. Used only numpy.
Zero-Shot Recognition through Image-Guided Semantic Classification
Implements modified version of the Pegasos (Primal Estimated Sub-Gradient Solver for SVM) algorithm as well as Perceptron and Average Perceptron for comparison
This solution ranked 1st in the inclass competition on Kaggle out of 43 teams. The data challenge is a project taken to climax the kernel methods in machine learning course at AMMI-2020, aimed at the implementation of machine learning algorithms to gain understanding and further adapt them to structural data (DNA sequence data). In this report, …
Fast implementation of the Hanoi Towers logic riddle
Assignment from the course "Advanced Algorithms" - Finding the height of a tree.
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