James Fletcher – Medium

James Fletcher

Pinned

James Fletcher
in
Vaticle

How to: Link Prediction using a Knowledge Graph and PyTorch Geometric

The past, present and future of building GNNs with TypeDB

Aug 3, 2022

A computer observing a network of data

Aug 3, 2022

James Fletcher
in
Vaticle

Strongly Typed Data for Machine Learning

Here we’ll dig in and look at how Strong Typing can benefit Machine Learning.

Sep 24, 2021

Strongly Typed Data for Machine Learning

Sep 24, 2021

James Fletcher
in
Vaticle

Unsolved Machine Learning Problems That You Can Solve

Machine Learning for Knowledge Graphs is an incomplete and exciting field

Jul 9, 2019

Unsolved Machine Learning Problems That You Can Solve

Jul 9, 2019

James Fletcher
in
Towards Data Science

KGCNs: Machine Learning over Knowledge Graphs with TensorFlow

This project introduces a novel model: the Knowledge Graph Convolutional Network (KGCN), available to use under Apache licence on the…

Mar 6, 2019

KGCNs: Machine Learning over Knowledge Graphs with TensorFlow

Mar 6, 2019

James Fletcher
in
Vaticle

Knowledge Graph Convolutional Networks: Machine Learning over Reasoned Knowledge

Why haven’t machines taken over the world yet?

Oct 23, 2018

Knowledge Graph Convolutional Networks: Machine Learning over Reasoned Knowledge

Oct 23, 2018

James Fletcher
in
Vaticle

Planning, Logistics and Operations: Modelling the London Tube Network in Grakn

We 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, 2018

Planning, Logistics and Operations: Modelling the London Tube Network in Grakn

Jun 6, 2018

James Fletcher

James Fletcher

Principal Scientist at Vaticle. Researching the intelligent systems of the future, enabled by Knowledge Graphs.

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