Steven Atkinson's starred repositories
NeuralAmpModelerPlugin
Plugin for Neural Amp Modeler
neural-amp-modeler
Neural network emulator for guitar amplifiers.
attention-cnn
Source code for "On the Relationship between Self-Attention and Convolutional Layers"
SymbolicRegression.jl
Distributed High-Performance Symbolic Regression in Julia
NeuralAmpModelerCore
Core DSP library for NAM plugins
neural-amp-modeler-lv2
Neural Amp Modeler LV2 plugin implementation
papergraph
AI/ML citation graph with postgres + graphql
pde-surrogate
Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data
bayesian_benchmarks
A community repository for benchmarking Bayesian methods
torch-fenics
PyTorch-FEniCS interface
ar-pde-cnn
Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs
deep-turbulence
Multi-fidelity Generative Deep Learning Turbulent Flows
AudioDSPTools
A library of basic audio DSP tools
physics_aware_surrogate
A physics-aware, probabilistic machine learning framework for coarse-graining high-dimensional systems in the Small Data regime
structured-gpflow
Gaussian process models with structured inputs based on GPflow
BHPM-Ultrasound
Discovery of Physics and Characterization of Microstructure from Data with Bayesian Hidden Physics Models