lululxvi/deepxde
Deep learning library for solving differential equations

Current tag: v0.3.0 (tagged 1 month ago) | Last push: 2 weeks ago | Stargazers: 82 | Pushes per day: 0
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deepxde 🌿

Deep learning library for solving differential equations

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Solving differential equations in Python using DifferentialEquations.jl

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Lecture material on numerical methods for partial differential equations.

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Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

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Python package to plot phase portraits of 2D differential equations.

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a generative algorithm

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Code for NIPS'2017 paper

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odeintw provides a wrapper of scipy.integrate.odeint that allows it to handle complex and matrix differential equations.

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Hackerrank Problem solving solutions in Python

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DeepBSDE 🌿

Deep BSDE solver in TensorFlow

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sdeint 🍂

Numerical integration of Ito or Stratonovich SDEs

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