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Michael Gant's Projects

abcdistances.jl icon abcdistances.jl

Performs approximate Bayesian computation (ABC) using various distance functions

adaptiveabc.jl icon adaptiveabc.jl

Approximate Bayesian Computation method from Prangle (2017): Adapting the ABC distance function

approxbayes.jl icon approxbayes.jl

Approximate Bayesian Computation (ABC) algorithms for likelihood free inference in julia

attention-ocr icon attention-ocr

A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine.

attentionocr.jl icon attentionocr.jl

(WIP) Julia and Flux adaptation of the python package aocr.py https://github.com/emedvedev/attention-ocr using Seq2seq with Attention from https://github.com/merckxiaan/flux-seq2seq

mamba.jl icon mamba.jl

Markov chain Monte Carlo (MCMC) for Bayesian analysis in julia

scapy icon scapy

Scapy: the Python-based interactive packet manipulation program & library. Supports Python 2 & Python 3.

smm.jl icon smm.jl

Basic Simulated Method of Moments in Julia (WIP)

statistical-arbitrage icon statistical-arbitrage

Hogan/Jarrows Test for Statistical Arbitrage - Needs a lot of cleaning up, but core functionality is there

terraform-plan-summariser icon terraform-plan-summariser

A Python Library created during the Baringa DAA Hackathon 2022 which summarises Terraform Plans. Inspired by tf-summarise, a Go CLI utility which summarise a Terraform plan

uct-hpc-resources icon uct-hpc-resources

Example scripts and resources for using UCT's High Performance Computing Facility

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