white-alistair / Stabilized-Neural-Differential-EquationsLinks
Code and experiments for the NeurIPS 2023 paper Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints
☆12Updated last year
Alternatives and similar repositories for Stabilized-Neural-Differential-Equations
Users that are interested in Stabilized-Neural-Differential-Equations are comparing it to the libraries listed below
Sorting:
- A Review of Sensitivity Methods for Differential Equations☆34Updated last year
- ☆23Updated last month
- Probabilistic ODE solvers are fun, but are they fast? See also: https://github.com/pnkraemer/probdiffeq for JAX code or https://github.c…☆21Updated last year
- A minimal JAX library for connectivity modelling at scale☆11Updated last week
- Inverse modelling framework for dynamical systems characterised by complex dynamics.☆13Updated 3 months ago
- A comprehensive collection of 35+ recurrent neural network layers for Flux.jl☆29Updated 3 months ago
- A comprehensive collection of 25+ recurrent neural network layers for Lux.jl☆18Updated 2 months ago
- Lectures, code and material for the Modelling and Machine Learning of Dynamical Systems in Julia lecture at Technical University Munich☆15Updated 6 months ago
- Physics-Enhanced Regression for Initial Value Problems☆20Updated last year
- ☆31Updated 3 years ago
- Differentiable matrix factorizations using ImplicitDifferentiation.jl.☆31Updated 2 years ago
- A Julia package for constrained trajectory optimization using direct methods.☆29Updated 3 years ago
- DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia☆31Updated 2 weeks ago
- Relational piecewise-linear overapproximations of multi-dimensional functions☆21Updated 4 months ago
- StateSpaceLearning.jl is a Julia package for time-series analysis using state space learning framework.☆20Updated last week
- Implements Optimization and approximate uncertainty quantification algorithms, Ensemble Kalman Inversion, and Ensemble Kalman Processes.☆114Updated this week
- Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.☆59Updated 2 weeks ago
- Package Information and Documentation☆16Updated 3 years ago
- Weight Initialization Schemes for Deep Learning Frameworks☆10Updated last year
- A Julia package for critical transitions in dynamical systems with time-dependent forcing☆39Updated last week
- Learning to optimize (L2O) package that provides basic functionalities to help fit proxy models for optimization.☆15Updated 10 months ago
- ConceptualClimateModels.jl is a Julia package for creating and analysing conceptual models of climate, such as energy balance models, gla…☆10Updated 5 months ago
- ☆20Updated 2 years ago
- Implementation of various ensemble Kalman Filter data assimilation methods in Julia☆65Updated last month
- Checkpointing for Automatic Differentiation☆60Updated this week
- Multi-moment cloud microphysics toy model☆19Updated this week
- A zoo of implementations of differential equation problems in NumPy and JAX. Oscillators, chemical reactions, n-body problems, epidemiolo…☆17Updated 2 years ago
- Julia implementation of the Flash Attention algorithm☆19Updated 2 years ago
- ParameterEstimation.jl is a Julia package for estimating parameters and initial conditions of ODE models given measurement data.☆31Updated 3 weeks ago
- A Julia implementation of PRONTO☆23Updated 11 months ago