PinnedJames FletcherinVaticleHow to: Link Prediction using a Knowledge Graph and PyTorch GeometricThe past, present and future of building GNNs with TypeDBAug 3, 20223Aug 3, 20223
James FletcherinVaticleStrongly Typed Data for Machine LearningHere we’ll dig in and look at how Strong Typing can benefit Machine Learning.Sep 24, 2021Sep 24, 2021
James FletcherinVaticleUnsolved Machine Learning Problems That You Can SolveMachine Learning for Knowledge Graphs is an incomplete and exciting fieldJul 9, 2019Jul 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…Mar 6, 20191Mar 6, 20191
James FletcherinVaticleKnowledge Graph Convolutional Networks: Machine Learning over Reasoned KnowledgeWhy haven’t machines taken over the world yet?Oct 23, 20181Oct 23, 20181
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…Jun 6, 2018Jun 6, 2018