neural-differential-equations
Tracked open-source repos tagged neural-differential-equations, sorted by stars.
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Repos created in the last 90 days, tagged neural-differential-equations.
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- #1
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.
★ 3,152+1Star change over the last 7 days - #2
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
★ 2,091+2Star change over the last 7 days - #3
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
★ 1,578+0Star change over the last 7 days - #4
Physics-Informed Neural Networks (PINN) Solvers of (Partial) Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
★ 1,221+1Star change over the last 7 days - #5
Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods
★ 925+1Star change over the last 7 days
