gtoubassi,github

active-learning-mnist

Simple example of using Active Learning on MNIST

dlnotebooks

INACTIVE - please go to https://gitlab.com/juliensimon/dlnotebooks

dqn-atari

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

femtozip

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

filebunker

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

javalaunch

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

jax-playground

A couple of small examples using github.com/google/jax

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.

mnist-gan

A Generative Adversarial Network (GAN) for generating mnist digits

mnist-vae

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

neuralnet

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

pg-atari

A simple implementation of REINFORCE policy gradient learning for Atari, which achieves superior performance compared to my previous dqn-atari agent

productclassification

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

qemu-spinrepro

Repro of an odd qemu behavior where a spinloop in CPL=0 (superuser mode) is slow, but in CPL=3/usermode its fast?

rdtsc-profiler

A simple single file implementation of a cycle counter based profiler using the rdtsc instruction

recruiter-lite-scraper

Extract candidate info from a LinkedIn Recruiter Lite project

simple-autodiff

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

simple-raycasting

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

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!

simplecompiler

A simple compiler/interpreter for a made up language written for no good reason. integer variable/constants, conditionals, loops, function calls.

simplegc

SimpleGC is a simple, conservative garbage collector for the C language which is hacked up quickly merely to satisfy the curiosity of the author

simplereinforcementlearning

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

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