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Shayan Dodge's Projects

cs-polito icon cs-polito

Solutions for the laboratory sessions of the first year undergraduate course "Computer Sciences" @ Politecnico di Torino

fdtd_1d icon fdtd_1d

1-D Finite Difference Time Domain Methods for plane wave propagation in a vacuum.

git icon git

Most Common Git Commands

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

high-speed-fdtd-solver icon high-speed-fdtd-solver

This project seeks to accelerate FDTD computations by implementing parallel programming techniques for both GPUs and CPUs.

machinelearning-toolkit icon machinelearning-toolkit

This toolkit is a curated collection of machine learning projects, resources, and utilities designed to assist both beginners and seasoned practitioners in their journey through the fascinating world of machine learning.

machinelearning-trading icon machinelearning-trading

Explore machine learning models and algorithms tailored for trading strategies, financial forecasting, and market analysis. Dive into cutting-edge techniques and tools to enhance decision-making and optimize trading performance.

measuring_s_parameters icon measuring_s_parameters

The scattering parameters, also known as S-parameters, are the most common network parameters used to describe the performance of the microwave (MW) devices, circuits, and networks in the frequency domain.

models icon models

Models and examples built with TensorFlow

particle_simulation icon particle_simulation

An algorithm is presented for the rapid evaluation of the potential and force fields in systems involving large numbers of particles whose interactions are Coulombic or gravitational in nature.

plane_wave_plasma_1d_fdtd icon plane_wave_plasma_1d_fdtd

Electromagnetic wave propagation with 1D-FDTD in the modeled plasma by Maxwellian and Druyvesteyn electron distribution function

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