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adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

blackjack_ai

A neural network that can play and bet in blackjack.

complex_function_grapher

Python program that can create beautiful color maps of complex functions. No user interface (yet?) Just run ComplexGrapher_main.py, it takes a few seconds to start running.

distributed-rcm-based-consensus

This repo is an implementation of the algorithm from the paper Distributed Consensus on Manifolds using the Riemannian Center of Mass. This algorithm synchronizes a set of agents over any manifold, as long as it has bounded sectional curvature. Any manifold in the Manopt library may be used.

dog_breed_identification

I made a convolution neural network that can identify the dog breed from a .jpg photo. This is my submission for this Kaggle competition: https://www.kaggle.com/c/dog-breed-identification

finger-counter

I made two different models to count the number of fingers you're holding out.

fingerpaint

freeform

A program where you can draw on the screen with your finger.

fruit_identification_cnn

A convolutional neural network that can distinguish types of fruit.

latex-beamerposter

The LaTeX beamerposter package

lstm_function_predictor

manopt

This is my fork of the Manopt library

micro_mwc_flight_control_board

I built this repository to store some scripts that utilize the Micro MWC Flight Control Board. It's really similar to the Arduino, but for someone with little experience with microcontrollers, I felt it'd be nice to post some scripts I figured out on how to access the various components in this MCU, such as the gyroscope, accelerometer, barometer, and the motor drivers.

mnist_autoencoder

An autoencoder trained on the famous MNIST database of handwritten digits.

persistent_homology_interactive

An interactive implementation of the Persistent Homology algorithm using Python and OpenCV

quadrotor-trajectory-navigation

An algorithm that quickly generates safe and optimal trajectories for quadrotors that evade obstacles in 3D environments.

quantumpy

A simple quantum circuit simulator

rcm-consensus-lie-group

This repo is an implementation of the algorithm from the paper Consensus on Lie groups for the Riemannian Center of Mass. This algorithm computes the Riemannian center of mass of a set of points in a distributed manner, generalizing the Euclidean average consensus dynamics.

simplex

A simple library for a 3-layered sequential neural network. My goal with this is to make it powerful enough to recognize handwritten digits from the MNIST image data base. Note this can't make a convolution network.

spencerkraisler.github.io

yolo_mark

GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2

zassenhaus_linear_algebra

An implementation of Zassenhaus algorithm, in the context of linear algebra. Zassenhaus algorithm calculates a basis for the intersection of two subspaces. The subspaces are represented as the span of the column spaces of U and V.