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James McDermott's Projects

arc icon arc

The Abstraction and Reasoning Corpus

deap icon deap

Distributed Evolutionary Algorithms in Python

drum-manifold icon drum-manifold

Representation Learning for Drum Loops with Neural Networks

ffx icon ffx

Fast Function Extraction

gejs icon gejs

Grammatical Evolution in Javascript

gp-ssgx icon gp-ssgx

Genetic programming with subtree semantic geometric crossover

gpae icon gpae

Genetic programming auto-encoder

gpdistance icon gpdistance

For measuring distances between genetic programming trees, both syntactically and via operators.

gplearn icon gplearn

Genetic Programming in Python, with a scikit-learn inspired API

gsge icon gsge

Geometric Semantic Grammatical Evolution

gsgp icon gsgp

Geometric Semantic Genetic Programming

keras icon keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

la_sc_hc icon la_sc_hc

Late-acceptance and step-counting hill-climbing in Python

mido icon mido

MIDI Objects for Python

mingpt icon mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

ml-snippets icon ml-snippets

Snippets of machine learning code for educational porpoises

music21 icon music21

music21 is a Toolkit for Computational Musicology

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

networkx icon networkx

Official NetworkX source code repository.

nfl icon nfl

Some code for exploring "no free lunch" results in search and optimisation

podi icon podi

Program Optimisation with Dependency Injection: a highly general evolutionary algorithm

ponyge icon ponyge

PonyGE: grammatical evolution (GE) in one file. Unmaintained. Please see https://www.github.com/ponyge/PonyGE2.

ponyge2 icon ponyge2

PonyGE2: grammatical evolution and variants in Python

pregel icon pregel

Toy single-machine implementation of the Pregel graph-based framework

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