Evolving Game of Life: Neural Networks, Chaos, and ComplexityCan a neural network learn the rules to Conway’s Game of Life? Why, and how?Jan 27, 2020A response icon4Jan 27, 2020A response icon4
It happened again. I gave control of my Robinhood account to an AI.This time, it gets even more intriguing: using attention to predict stock prices, it worked, and there were some weird discoveries along…Sep 4, 2019A response icon3Sep 4, 2019A response icon3
Here’s what happened when I gave control of my Robinhood account to an AI for a week… and how I built the AI.Feb 10, 2019A response icon27Feb 10, 2019A response icon27
Published inTDS ArchiveThere are two very different ways to deploy ML models, here’s bothIf an ML model makes a prediction in Jupyter, is anyone around to hear it?Nov 25, 2018A response icon9Nov 25, 2018A response icon9
Published inTDS ArchivePython has a built-in Logo Turtle, and it’s great for reinforcement learningCan Python’s humble turtle help us to AGI? Here’s how I used it in deep reinforcement learning.Oct 15, 2018A response icon1Oct 15, 2018A response icon1
Published inTDS ArchiveA blundering guide to making a deep actor-critic bot for stock tradingTechnical analysis lies somewhere on the scale of wishful thinking to crazy complex math. If there’s a real trend in the numbers…Sep 2, 2018A response icon7Sep 2, 2018A response icon7
Hacker’s Guide To The AWS DeepLensIt took me a long time to get started with my DeepLens: it’s a confusing, buggy piece of kit. You’re supposed to use it with various AWS…Jul 10, 2018A response icon4Jul 10, 2018A response icon4
Published inTDS ArchiveDeep Learning a Monty Hall Strategy (or, a gentle introduction to Deep-Q learning and OpenAI Gym…You never know how a combination of events is going to affect you.May 15, 2018A response icon2May 15, 2018A response icon2
Gliders over the US: Conway’s Game of Life with zip codesIt’d be really interesting to model the success and failure over time of US zip codes. I’ve been thinking about how to use multi-agent…Apr 22, 2018A response icon1Apr 22, 2018A response icon1
I modeled my co-workers using our office Slack chats. The results were awesomenian.Generative AI is magical. Faced with a large, personalized text dataset, the average data-inclined engineer has but one choice: train a…Apr 17, 2018Apr 17, 2018