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autodidact

A pedagogical implementation of Autograd

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.

conv2d

Demonstrates 2D convolution using basic NumPy operations.

cough-detection

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

cycle-gan

Simplified and documented implementation of CycleGAN in PyTorch.

em-algorithm-gmm

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

gait-identification

Gait identification using a Variational Autoencoder and a Hidden Markov Model

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

laplacian-pyramid-blending

Demonstrates image blending using Gaussian pyramids and Laplacians.

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.

minimal-area-triangle

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

nerf

Code release for NeRF (Neural Radiance Fields)

poles-and-zeros

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

python-project-template

Template that I use for research projects written in Python.

python-samples

🐍 Python samples for G Suite products.

rbm-dbn

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

scipy

SciPy library main repository

spec-augment

stack-exchange-backup

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

sutherland-hodgman

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

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

wilting-in-soybean-plants

Measuring leaf wilting in soybean plants using convolutional neural networks.