Augmenting Education with Machine Learning

Proof of concept demonstrating the potential for neural networks to scale and optimize the classroom learning environment.

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Case Discriminating OCR Neural Network

Tensorflow neural network trained on post-processed EMNIST dataset—capable of perceiving letter case.

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Curve Fitting using Genetic.js

From a plot of vertices, this genetic algorithm optimizes a continious function to best fit the data (aka least squared error).

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Genetic.js Hello World

The Hello World of Genetic Algorithms is a simple phrase solver. While useless in terms of utility, it is probably the simplest way to understand this class of algorithm.

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Genetic.js

An advanced evolutionary and genetic algorithm library for Javascript. Lightweight, hackable, and features seamless webworker support.

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Verlet Spiderweb

This web was spun using sinusoidal functions, distance tensioners, and pin constraints to hold it all up.

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Verlet Fractal Trees

Recursively generated fractal tree demonstrating both distance and angular constraints.

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Verlet Cloth Simulation

Lighted translucent cloth simulation. Color and opacity are both controlled by the local-pull of the fabric.

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Apache Spark with Avro on S3

Example code that demonstrates how to get Apache Spark, Apache Avro and Amazon S3 all working together smoothly in EC2.

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Spark, Darling of Bigdata

Introduction to Spark, a powerful and fast real-time map/reduce framework.

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A week of Verlet-JS

The little (physics) engine that could.

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Verlet Hello World

Demonstrating draggable objects and constraint stiffness coefficients.

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Introducing Verlet-JS

An open source physics engine made for constructing 2D dynamic body simulations.

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