Jim FleminginJim FlemingRunning TensorFlow (with GPU) on KubernetesWhile GPUs are a staple of deep learning, deploying on GPUs makes everything more complicated, including your Kubernetes cluster. This…2 min read·Mar 7, 2017--2--2
Jim FleminginJim FlemingNotes on Hierarchical Multiscale Recurrent Neural NetworksIntroduces a novel update mechanism to learn latent hierarchical representations from data.2 min read·Sep 21, 2016----
Jim FleminginJim FlemingNotes on the Numerai ML CompetitionLast week I spent some time diving into the Numerai machine learning competition. Below are my notes on the competition: things I tried…7 min read·Sep 16, 2016--11--11
Jim FleminginJim FlemingBefore AlphaGo there was TD-GammonTL;DR Introduces temporal difference learning, TD-Lambda / TD-Gammon, and eligibility traces. Check out the Github repo for an…5 min read·Apr 4, 2016--2--2
Jim FleminginJim FlemingAn LSTM OdysseyThis week I read LSTM: A Search Space Odyssey. It’s an excellent paper that systematically evaluates the different internal mechanisms of…5 min read·Jan 26, 2016----
Jim FleminginJim FlemingHighway Networks with TensorFlowThis week I implemented highway networks to get an intuition for how they work. Highway networks, inspired by LSTMs, are a method of…4 min read·Dec 29, 2015--2--2
Jim FleminginJim FlemingLoading TensorFlow graphs from Node.jsCheck out the related post: Loading a TensorFlow graph with the C++ API.4 min read·Dec 4, 2015--4--4
Jim FleminginJim FlemingLoading a TensorFlow graph with the C++ APICheck out the related post: Loading TensorFlow graphs from Node.js (using the C API).3 min read·Nov 20, 2015--27--27
Jim FleminginJim FlemingComplex types with Rust’s FFIInterop with object methods, structs, and arrays4 min read·Jul 9, 2015--3--3
Jim FleminginJim FlemingRust(lang) in Unity3DHow to use Unity’s Native Plugin interface to call fast, safe code in Rust2 min read·May 29, 2015--3--3