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Hello there 👋

PhD student by day ☼ and software dev by night ☾

Research at UCL BIG - RL and DGMs for ripper massive multi-agent sims
Former technical lead at Arup CML

  • ⚙️ I .py, .sh, and .rs, I can also .java, .r, and .asl
  • 🌍 I have a website
  • 💬 get in touch about adding people into digital twins
  • 💬 get in touch about new ways to do choice modelling
  • 💬 get in touch about championing open source in the workplace
  • 💬 get in touch about modelling the transition to electric vehicles or insert complex human system

fredshone's Projects

biggym icon biggym

Activity-based modelling RL environments

caveat icon caveat

Generating human activity sequences with VAEs

factory icon factory

Base classes for creating, validating and running graphs of dependant processes with minimal use of ordered tools

g_prog icon g_prog

genetic programming experiments

mode-share-anomoly-detection icon mode-share-anomoly-detection

Where should Transport for London focus it's Policy and Interventions?Python methods and results for an anomoly detection exercise

models icon models

Models and examples built with TensorFlow

pam icon pam

Pandemic Activity Modelling

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