Tom GrekEvolving Game of Life: Neural Networks, Chaos, and ComplexityCan a neural network learn the rules to Conway’s Game of Life? Why, and how?6 min read·Jan 27, 2020--4--4
Tom GrekIt 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…12 min read·Sep 4, 2019--2--2
Tom GrekHere’s what happened when I gave control of my Robinhood account to an AI for a week… and how I built the AI.11 min read·Feb 10, 2019--28--28
Tom GrekinTowards Data ScienceThere 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?9 min read·Nov 25, 2018--9--9
Tom GrekinTowards Data SciencePython 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.7 min read·Oct 15, 2018--1--1
Tom GrekinTowards Data ScienceA 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…12 min read·Sep 2, 2018--7--7
Tom GrekHacker’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…7 min read·Jul 10, 2018--4--4
Tom GrekinTowards Data ScienceDeep 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.13 min read·May 15, 2018--2--2
Tom GrekGliders 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…4 min read·Apr 22, 2018--1--1
Tom GrekI 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…5 min read·Apr 17, 2018----
