Discover gtoubassi/dqn-atari Open Source project by @gtoubassi

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91
Rank 366,013 (Top 8 %)
Language
Python
Created over 8 years ago
Updated over 7 years ago

gtoubassi

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

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

Python

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A Generative Adversarial Network (GAN) for generating mnist digits

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ProductClassification

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

HTML

simple-raycasting

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

Java

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.

JavaScript

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.

Python

SimpleReinforcementLearning

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

Java

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!

JavaScript

JavaLaunch

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

C++

FileBunker

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

Java

NeuralNet

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

Java

gtoubassi/dqn-atari

gtoubassi

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