Beast code in Giters

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

Language:PythonApache-2.01578 29 108

celluloid

:movie_camera: Matplotlib animations made easy

Language:PythonMIT1123 12 22

attention-cnn

Source code for "On the Relationship between Self-Attention and Convolutional Layers"

Language:PythonApache-2.01073 27 10

SymbolicRegression.jl

Distributed High-Performance Symbolic Regression in Julia

Language:JuliaApache-2.0576 15 122

DeepHPMs

Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations

Language:PythonMIT260 23 3

NeuralAmpModelerCore

Core DSP library for NAM plugins

Language:C++MIT258 10 50

neural-amp-modeler-lv2

Neural Amp Modeler LV2 plugin implementation

Language:C++GPL-3.0198 13 42

papergraph

AI/ML citation graph with postgres + graphql

Language:Jupyter Notebook188 11 20

pde-surrogate

Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data

Language:PythonMIT131 8 2

bayesian_benchmarks

A community repository for benchmarking Bayesian methods

Language:Jupyter NotebookApache-2.0106 9 6

torch-fenics

PyTorch-FEniCS interface

Language:PythonGPL-3.094 10 3

iPlug2OOS

Template to build an iPlug2 project with CI/CD and publish a WAM to github pages

Language:Python90 7 4

ar-pde-cnn

Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs

Language:PythonMIT83 6 5

deep-turbulence

Multi-fidelity Generative Deep Learning Turbulent Flows

Language:PythonMIT37 5 3

AudioDSPTools

A library of basic audio DSP tools

Language:C++MIT31 5 9

gptorch

Gaussian processes with PyTorch

Language:PythonMIT30 3 3

iPlug2

C++ Audio Plug-in Framework for desktop, mobile and web [PRE-RELEASE]

Language:CNOASSERTION28 4 6

physics_aware_surrogate

A physics-aware, probabilistic machine learning framework for coarse-graining high-dimensional systems in the Small Data regime

Language:MATLAB800

structured-gpflow

Gaussian process models with structured inputs based on GPflow

Language:PythonMIT5 50

BHPM-Ultrasound

Discovery of Physics and Characterization of Microstructure from Data with Bayesian Hidden Physics Models

Language:PythonMIT4 30