mhdadk

sutherland-hodgman

A differentiable Python implementation of the Sutherland–Hodgman algorithm for clipping polygons in 2D.

cough-detection

Implements data-driven approaches for the detection of coughs in patients with respiratory illnesses.

maximum-likelihood-estimation

This tutorial demonstrates how to compute maximum likelihood estimates of the parameters of a Gaussian distribution both analytically and using gradient descent.

rbm-dbn

An implementation of Categorical-Bernoulli (Softmax-Bernoulli) and Bernoulli-Bernoulli RBMs for movie recommendation using PyTorch.

em-algorithm-gmm

Implements the Expectation-Maximization algorithm to estimate the parameters of a Gaussian Mixture Model.

Azure-Kinect-Sensor-SDK

A cross platform (Linux and Windows) user mode SDK to read data from your Azure Kinect device.

Bit-error-rate-estimation

Explores the use of confidence intervals when estimating the bit error rate of a digital communications system.

cycle-gan

Simplified and documented implementation of CycleGAN in PyTorch.

Gait-Identification

Gait identification using a Variational Autoencoder and a Hidden Markov Model

Laplacian-Pyramid-Blending

Demonstrates image blending using Gaussian pyramids and Laplacians.

minimal-area-triangle

A C++ implementation of the minimal area enclosing triangle algorithm.

poles-and-zeros

Code used to generate plots in the dsp.stackexchange answer https://dsp.stackexchange.com/a/79206/52433

scipy

SciPy library main repository

stack-exchange-backup

Download all of your questions and answers from all Stack Exchange sites as Markdown files using a Python script.

autodidact

A pedagogical implementation of Autograd

conv2D

Demonstrates 2D convolution using basic NumPy operations.

Google-Drive-Python-API-Tutorial

Demonstrates the different uses of the Google Drive Python API

Image-Blob-Detection

This project demonstrates image blob detection using the Laplacian of Gaussian kernel.

iSensor-FX3-Eval

Analog Devices IMU/ADcmXL Evaluation GUI built on the iSensor-FX3-API (for EVAL-ADIS-FX3 board)

journalclubs

Updated notebooks originally written for ML@B journal club

mhdadk.github.io

Personal website

nerf

Code release for NeRF (Neural Radiance Fields)

python-samples

🐍 Python samples for G Suite products.

Spec-Augment

Wilting-in-Soybean-Plants

Measuring leaf wilting in soybean plants using convolutional neural networks.