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8 search results found

Awesome Neural Ode ⭐ 1,145

A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.

Nengolib ⭐ 28

Nengo library of additional extensions

Parameter estimation for dynamical models using high-performance computing, batch and mini-batch optimizers, and dynamic load balancing.

Variational_gradient_matching_for_dynamical_systems ⭐ 18

Sample code for the NIPS paper "Scalable Variational Inference for Dynamical Systems"

Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portrait features. Includes specific example on dynamical systems, synthetic- and real neural datasets. https://agosztolai.github.io/MARBLE/

Intro_to_wc_modeling ⭐ 9

Whole-cell modeling tutorials

The Flexible Epidemic Modeling Pipeline

Wc_model_gen ⭐ 5

Framework for systematically and scalably designing whole-cell models from large datasets

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