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Karl Hiner's Projects

libsoundio icon libsoundio

C library for cross-platform real-time audio input and output

linear-discrimination-with-perceptrons icon linear-discrimination-with-perceptrons

HW1, CS 445, Machine Learning, Winter 2012. A perceptron to classify the handwritten number data at http://archive.ics.uci.edu/ml/datasets/Optical+Recognition+of+Handwritten+Digits . Generalizable to data with features encoded as integers, with minor variations to code.

midi_markov icon midi_markov

simple markov chain midi generator taking a midi input file and generating a midi output file

notebooks icon notebooks

Notebooks for each chapter of several technical books, mostly in the domain of audio DSP. These are developed by me to go into further depth and enhance my understanding as I learn, and contain lots of animations, as well as working code examples and solutions (or attempts) at exercises. I hope they are helpful as an additional resource for other learners!

project-euler icon project-euler

Got a craving for some puzzles - https://projecteuler.net/archives

samplernn-pytorch icon samplernn-pytorch

PyTorch implementation of SampleRNN: An Unconditional End-to-End Neural Audio Generation Model

simple_matrix icon simple_matrix

Just getting some practice in with matrix basics in Python. Hoping it will help cement ML concepts if I implement everything from scratch.

sketchbook icon sketchbook

All of the sketches I've done using Processing (Java graphics library)

sms-tools icon sms-tools

Sound analysis/synthesis tools for music applications

tiling_project icon tiling_project

Finite Automata, Quasicrystals and Robinson Tilings - Project for CS350

zep icon zep

Zep - An embeddable editor, with optional support for using vim keystrokes.

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