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Ayoub HAIDA's Projects

fashion-mnist icon fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

gbm icon gbm

Generating a stock's geometric Brownian motion using C# and plot the result.

hbind icon hbind

Calculates hydrogen-bond interaction tables for protein-small molecule complexes, based on protein PDB and protonated ligand MOL2 structure input. Raschka et al. (2018) J. Computer-Aided Molec. Design

hospital-ranking-project icon hospital-ranking-project

analyze hospital performance and ranking based on various healthcare outcome measures, such as 30-day mortality rates for different medical conditions (heart attack, heart failure, and pneumonia).

julia-pde-solver icon julia-pde-solver

Julia file that solves a partial differential equation (PDE) using three parts: (1) setting up the PDE, (2) defining the numerical method for solving the PDE, and (3) running the simulation

lambda-calculus icon lambda-calculus

A simple Programming Language Compiler to Lambda-Calculus, with a Lambda-Runtime

mephistopheles-0-mean-variance-standard-deviation-calculator icon mephistopheles-0-mean-variance-standard-deviation-calculator

Create a function named calculate() in mean_var_std.py that uses Numpy to output the mean, variance, standard deviation, max, min, and sum of the rows, columns, and elements in a 3 x 3 matrix. The input of the function should be a list containing 9 digits. The function should convert the list into a 3 x 3 Numpy array, and then return a dictionary containing the mean, variance, standard deviation, max, min, and sum along both axes and for the flattened matrix.

mlearn icon mlearn

An Implementation of Mutli-layer Perceptron in C++

mlnotes icon mlnotes

Very concise notes on machine learning and statistics.

modmesh icon modmesh

Toolkit for solving partial differential equations

nasdaq-volatility-prediction icon nasdaq-volatility-prediction

predict the future volatility of the NASDAQ index using various econometric and machine learning models, including ARCH, GARCH, EGARCH, SVM, and ANN

neural-network-sms-text-classifier icon neural-network-sms-text-classifier

a machine learning model that will classify SMS messages as either "ham" or "spam". A "ham" message is a normal message sent by a friend. A "spam" message is an advertisement or a message sent by a company.

number-guessing-game icon number-guessing-game

Bash scripting, PostgreSQL, and Git to create a number guessing game that runs in the terminal and saves user information.

opengm icon opengm

A C++ Library for Discrete Graphical Models

performance-prediction-with-wearable-tech-data icon performance-prediction-with-wearable-tech-data

analyze data from accelerometers placed on the belt, forearm, arm, and dumbbell of six participants. These individuals were tasked with executing barbell lifts, both correctly and incorrectly, in five distinct manners

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