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ash_neuroml2

atom

Open-source, web application for archival description and public access.

bctrnn.jl

blocksystems.jl

c302

c302 is in the process of moving here from https://github.com/openworm/CElegansNeuroML/tree/master/CElegans/pythonScripts/c302

celegansblendermodels

celegansneuroml

NeuroML based C elegans model, contained in a neuroConstruct project, as well as c302

diffeqflux.jl

Universal neural differential equations with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

diffeqsensitivity.jl

A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, and more for ODEs, SDEs, DDEs, DAEs, etc.

flux.jl

Relax! Flux is the ML library that doesn't make you tensor

frankenspot

galacticoptim.jl

Local, global, and beyond optimization for scientific machine learning (SciML)

iv

jlems

Java Interpreter for the Low Entropy Model Specification language

jneuroml

For more details see http://www.neuroml.org/neuroml2.php

johnsonmailler_musclemodel

C. elegans muscle model from Johnson & Mailler 2015

julia-code

lems

The Low Entropy Model Specification language: documentation, examples and Schema

libneuroml

This package provides Python libNeuroML, for working with neuronal models specified in NeuroML

ltc.jl

lux.jl

Explicitly Parameterized Neural Networks in Julia

modelingtoolkit.jl

A modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

muscle_model

Model of c.elegans muscle

neuroml2

This repository hosts the NeuroML 2 Schema, the ComponentType definitions in LEMS and the core documentation of NeuroML2.

neurotune

nml_to_graph

nmtk.jl

nrn

NEURON from git clone hg::http://bitbucket.org/nrnhines/nrn # see git-remote-hg

odynn-1

Optimization for DYnamic Neural Networks

openworm

Project Home repo for Central Dockerfile and Project-wide issues