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Matthew's Projects

bayesic icon bayesic

Probabilistic programming for large datasets, via stochastic variational inference

blocks icon blocks

A Theano framework for building and training neural networks

dotfiles icon dotfiles

For syncing some shockingly disorganised config files for some stuff I use. Not much to see here.

doze icon doze

A set of interfaces for RESTful resource models, and a Rack adapter to expose them

fol2sql icon fol2sql

Convert sentences in first-order logic to SQL statements.

fuel icon fuel

A data pipeline framework for machine learning

gptopics icon gptopics

Playing around with variants on Gaussian Process topic models in Julia

harmony icon harmony

A library for reasoning about harmony within the 12-tone equal-temperament scale

harmony_scala icon harmony_scala

A scala library for representing and manipulating structures in music theory

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

matrix-api icon matrix-api

Experimental Matrix / Vector API for Clojure supporting multiple implementations

pip icon pip

The PyPA recommended tool for installing Python packages

proglangvisualise icon proglangvisualise

Some experiments visualising the GitHub programming language usage correlation dataset

screams icon screams

Scoped streams for clojure. Useful for processing data which doesn't fit in memory. Avoids resource scope issues and intermediate data structures associated with lazy sequences.

sequel icon sequel

Sequel: The Database Toolkit for Ruby

theano icon theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

thin_models icon thin_models

Some convenience classes for 'thin models' -- pure domain model data objects which are devoid of persistence and other infrastructural concerns

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