brain of mat kelcey

ensemble networks

September 17, 2020 at 06:30 AM | categories: projects, ensemble_nets, jax

ensemble nets; using jax vmap to batch over not just the inputs of a model but also sets of multiple models parameters.

metric learning for image similarity search in objax

September 02, 2020 at 12:00 PM | categories: objax, jax

an objax tutorial on using metric learning for image similarity.

a jax random embedding ensemble network

June 15, 2020 at 06:30 AM | categories: ensemble_nets, jax

random embedding networks can be used to generate weakly labelled data for metric learning and they see a large benefit from being run in ensembles. can we represent these ensembles as a single forward pass in jax? why yes! yes we can!

popular posts...

bnn : counting bees with a rasp pi

drivebot : learning to do laps with reinforcement learning and neural nets

wikipedia philosophy : do all first links on wikipedia lead to philosophy?

cartpole++ : deep RL hacking with a complex 3d cart pole environment

malmomo : deep RL hacking on minecraft with malmo

some papers from my time at google research / brain...

my honours thesis

the co-evolution of cooperative behaviour (1997) evolving neural nets with genetic algorithms for communication problems.

old projects...