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…Mar 7, 20172Mar 7, 20172
Jim FleminginJim FlemingNotes on Hierarchical Multiscale Recurrent Neural NetworksIntroduces a novel update mechanism to learn latent hierarchical representations from data.Sep 21, 2016Sep 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…Sep 16, 201611Sep 16, 201611
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…Apr 4, 20162Apr 4, 20162
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…Jan 26, 2016Jan 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…Dec 29, 20152Dec 29, 20152
Jim FleminginJim FlemingLoading TensorFlow graphs from Node.jsCheck out the related post: Loading a TensorFlow graph with the C++ API.Dec 4, 20154Dec 4, 20154
Jim FleminginJim FlemingLoading a TensorFlow graph with the C++ APICheck out the related post: Loading TensorFlow graphs from Node.js (using the C API).Nov 20, 201527Nov 20, 201527
Jim FleminginJim FlemingComplex types with Rust’s FFIInterop with object methods, structs, and arraysJul 9, 20153Jul 9, 20153
Jim FleminginJim FlemingRust(lang) in Unity3DHow to use Unity’s Native Plugin interface to call fast, safe code in RustMay 29, 20153May 29, 20153