PaddleXDE

PaddleXDE is a libarary that helps you build deep learning applications for PaddlePaddle using ordinary differential equations.

Installation

To install latest on GitHub:

pip install git+https://github.com/DrownFish19/paddlexde.git

Examples

Examples are placed in the example directory.

ODE DEMO

ODE Adjoint DEMO

Requirements

paddle

TODO List

• add dde example
• add dde tests
• test for dp etc.
• 数据reshape 并行问题 数据reshape时，不应该reshape batchsize维度，

Acknowledgments

• torchdiffeq
• torchsde
• torchcde
• DifferentialEquations.jl