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autoencoders

ciol

cIOL (constrained ICA with Online Learning) algorithm

coding-interview-101

Coding interview tips

coding-interview-university

A complete computer science study plan to become a software engineer.

data-science-interviews

Data science interview questions and answers

deepecg

A library for classifying single-lead ECG waveforms as either Normal Sinus Rhythm, Atrial Fibrillation, or Other Rhythm.

dl-ecg-review

A Review of Deep Learning Methods on ECG Data

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.

hyde-y

Enhanced port of the Jekyll "Hyde" theme to Hugo

independent_component_analysis

From scratch Python implementation of the fast ICA algorithm.

keras-convautoencoder

Keras autoencoders (convolutional/fcc) [proof of concept]

machine-learning-interview-enlightener

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

machine-learning-systems-design

A booklet on machine learning systems design with exercises

matplotlib-cheatsheet

Matplotlib 3.1 cheat sheet.

medicalzoopytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

models

Models and examples built with TensorFlow

pain-database-list

A list of pain recognition databases that are publicly available for research

pyhrv

Python toolbox for Heart Rate Variability

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

resume-builder

A resume template: Markdown + Pandoc + PhantomJS

seananderson.ca

Hugo backend to my personal site, CV, and blog

segan-pytorch

SEGAN pytorch implementation https://arxiv.org/abs/1703.09452

soho

Minimalist Hugo theme based on Hyde

system-design-resources

These are the best resources for System Design on the Internet

unet

Generic U-Net Tensorflow 2 implementation for semantic segmentation