BenjaminAutomating Test Driven Development with LLMsA walk through my code that generates and runs a python function and unit tests.6d ago6d ago
BenjaminHow I use ChatGPT to write Python functionsIn this post I will share my process on how I use ChatGPT to help me program. We will see where it does well, and where it does not so…Jan 6, 2023Jan 6, 2023
BenjamininAnalytics VidhyaMulti-Label Text Classification with StarSpace in RIn this post, we will predict movie genres based on the text describing the plot of the movie.Feb 20, 20201Feb 20, 20201
BenjaminSimple Regression with Neural Networks in PyTorchNeural networks are sometimes described as a ‘universal function approximator’. Here I show a few examples of simple and slightly more…Dec 15, 20182Dec 15, 20182
BenjamininTowards Data Science“Deep Neuroevolution: Genetic Algorithms are a Competitive Alternative for Training Deep Neural…In December 2017, Uber AI Labs released five papers, related to the topic of neuroevolution, a practice where deep neural networks are…Nov 16, 20181Nov 16, 20181
BenjaminEvolving Simple OrganismsHere I present the results of a small project I have been working on recently. I use a genetic algorithm to evolve organisms (I call them…Jul 11, 20182Jul 11, 20182
BenjaminEvolution Strategies as a Scalable Alternative to Reinforcement Learning — Paper SummaryIn 2017 OpenAI produced a paper on Evolution Strategies as a Scalable Alternative to Reinforcement Learning . One of the researchers of the…May 26, 2018May 26, 2018
BenjaminEfficient Evolution of Neural Network Topologies — Paper SummaryThis is a brief summary of Kenneth Stanley and Risto Miikkulainen’s 2002 paper ‘Efficient Evolution of Neural Network Topologies’. It’s an…Apr 11, 2018Apr 11, 2018
BenjaminSurprises in Digital EvolutionThis article is a brief summary of the paper “The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the…Mar 25, 2018Mar 25, 2018