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Hi, I'm Shane

  • Hacker training neural nets to hack.
  • Working on @phreakAI

Shane Caldwell's Projects

alpha-toe icon alpha-toe

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

d3_tutorial icon d3_tutorial

A tutorial intended to teach basic D3.js skills to the New College of Florida Data Science Program

dark-chess icon dark-chess

An engine for playing the variant of chess known as dark chess. https://en.wikipedia.org/wiki/Dark_chess TL;DR: A player only sees their own pieces and the squares they can legally move to. A king is not put in check, and to win, you must capture them.

deephack-sqli-gym icon deephack-sqli-gym

An environment created using OpenAI's gym library, based off of Bishop Fox's Defcon Presentation deephack

dockerfile-msf icon dockerfile-msf

This Dockerfile builds a Debian-based Docker container with Metasploit-Framework installed. A quick and easy way to deploy Metasploit on any box, including Linux, MacOS or Windows!

dotfiles icon dotfiles

Contains all my horrendously specific setups so that a new machine acts like I want it to.

dqn_pytorch icon dqn_pytorch

A homespun implementation of DQN's as seen in "Playing Atari with Deep Reinforcement Learning"

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

flask-webgoat icon flask-webgoat

flask-webgoat is a deliberately-vulnerable application written with the Flask web framework.

home-price-model icon home-price-model

What if you had pictures of outside a house AND inside a house AND some textual data. Might you predict a selling price?

http-nlp-extension icon http-nlp-extension

burp suite extension to store data http messages in a form that can be tokenized for use in nlp projects

ipaddress icon ipaddress

A library to handle IP (both IPv4 and IPv6) addresses in a modern and productive way.

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

mnist-pytorch icon mnist-pytorch

Adapting code and techniques from Martin Görner's "Tensorflow and Deep Learning Without a PHD" into Pytorch.

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