PinnedJames FletcherinVaticleHow to: Link Prediction using a Knowledge Graph and PyTorch GeometricThe past, present and future of building GNNs with TypeDB9 min read·Aug 3, 2022--3--3
James FletcherinVaticleStrongly Typed Data for Machine LearningHere we’ll dig in and look at how Strong Typing can benefit Machine Learning.9 min read·Sep 24, 2021----
James FletcherinVaticleUnsolved Machine Learning Problems That You Can SolveMachine Learning for Knowledge Graphs is an incomplete and exciting field9 min read·Jul 9, 2019----
James FletcherinTowards Data ScienceKGCNs: Machine Learning over Knowledge Graphs with TensorFlowThis project introduces a novel model: the Knowledge Graph Convolutional Network (KGCN), available to use under Apache licence on the…6 min read·Mar 6, 2019--1--1
James FletcherinVaticleKnowledge Graph Convolutional Networks: Machine Learning over Reasoned KnowledgeWhy haven’t machines taken over the world yet?7 min read·Oct 23, 2018--1--1
James FletcherinVaticlePlanning, Logistics and Operations: Modelling the London Tube Network in GraknWe know Grakn can be leveraged to model highly complex data, but how do we go about building a detailed model of a real-world system? Here…5 min read·Jun 6, 2018----