brain of mat kelcey...

high performance ML with JAX

September 12, 2021 at 12:30 PM | categories: jax, talk

did a talk ay pycon on jax. check out the recording! podcast interview

December 07, 2020 at 05:00 PM | categories: talk

was a guest on the develomentor podcast talking about random parts of my career

objax on honeysuckle farm

August 30, 2020 at 02:45 PM | categories: talk

i think high level short explainer videos on jax frameworks while doing farm chores is going to be a growing genre.

the map interpretation of attention

August 19, 2020 at 10:30 AM | categories: talk, three_strikes_rule

a talk i did at melbourne ml/ai on how attention mechanism can be interpretated as a form of differentiable map. check out the recording!

self supervised learning and making use of unlabelled data

July 02, 2020 at 05:00 PM | categories: talk

a recording of a talk i did on self supervised learning at yow data.

an illustrative einsum example

May 27, 2020 at 12:00 AM | categories: talk, short_tute

code (and youtube walkthrough) of a port of some numpy code i did recently to einsum that i thought was illustrative.

using cross entropy for metric learning

May 19, 2020 at 06:00 PM | categories: metric_learning, talk

youtube link and slides of a talk i did recently on metric learning at the melbourne ml and ai meetup

data engineering concerns for machine learning products

September 26, 2019 at 06:00 PM | categories: talk

slides of a talk i did at the melbourne data engineering meetup.

brutally short introduction to learning to learn

August 07, 2019 at 12:00 AM | categories: talk

recording of a talk i did on meta learning at yow data

deep reinforcement learning for robotics

September 21, 2017 at 07:12 PM | categories: talk

a recording of a talk i did at the melbourne ml ai meetup.

popular posts...

ensemble nets : training ensembles as a single model using jax on a tpu pod slice(sept 2020)

bnn : counting bees with a rasp pi (may 2018)

drivebot : learning to do laps with reinforcement learning and neural nets (feb 2016)

wikipedia philosophy : do all first links on wikipedia lead to philosophy? (aug 2011)

cartpole++ : deep RL hacking with a complex 3d cart pole environment (aug 2016)

malmomo : deep RL hacking on minecraft with malmo (jan 2017)

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...