gtoubassi/ProductClassification

Stars
24
Rank 986,245 (Top 20 %)
Language
HTML
Created almost 8 years ago
Updated over 5 years ago

gtoubassi/ProductClassification

gtoubassi

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A playground for classifying products based on image and text features using deep learning.

femtozip

FemtoZip is a "shared dictionary" compression library optimized for small documents that may not compress well with traditional tools such as gzip

dqn-atari

A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well

mnist-vae

Semi-supervised learning with mnist using variational autoencoders. An unsupervised representation is learned which allows for superior classification results with limited labels.

mnist-gan

A Generative Adversarial Network (GAN) for generating mnist digits

simple-raycasting

A simple implementation of ray casting like those used in early "3D-ish" games like Wolfenstein 3D.

mikado-universe

A javascript simulation of a "mikado universe" as described at http://bit.ly/ji8ai3. The toy universe shows how the macroscopic effect of gravity could be an "emergent" force resulting from the increase of entropy.

active-learning-mnist

Simple example of using Active Learning on MNIST

Jupyter Notebook

simple-autodiff

A simple (but inefficient) auto diff algorithm in python using a "define by run" methodology.

SimpleReinforcementLearning

A demonstration of table based, SARSA reinforcement learning for a simple cat/mouse game

simple-vanity-url-shortener

60 lines of JavaScript, a Google Sheet, a bit of AWS, and a domain gets you your very own URL shortener!

JavaLaunch

JavaLaunch is yet another win32 java launcher designed for max simplicity. Built during creation of https://github.com/gtoubassi/FileBunker

FileBunker

FileBunker is a file backup application which uses one or more GMail accounts as a free, offsite backup repository.

NeuralNet

From scratch Java implementation of the simple handwriting recognition neural net outlined in the first two chapters of neuralnetworksanddeeplearning.com