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GitHub / jloveric / neural-network-pdes
Neural Network Implicit Representation of Partial Differential Equations
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jloveric%2Fneural-network-pdes
Stars: 4
Forks: 0
Open Issues: 0
License: mit
Language: Python
Repo Size: 1.48 MB
Dependencies:
11
Created: about 3 years ago
Updated: 2 months ago
Last pushed: 5 months ago
Last synced: about 1 month ago
Topics: euler-equations, fluid-dynamics, gas-dynamics, high-order-networks, implicit-representation, neural-networks, pde, sirens, sod-shock-tube
Files
Dependencies
- black ^22.3.0 develop
- pytest ^6.2.5 develop
- Pillow ^9.3.0
- high-order-layers-torch ^1.2.0
- hydra-core ^1.2.0
- hydra-nevergrad-sweeper 1.3.0.dev0
- matplotlib ^3.6.2
- omegaconf ^2.2.3
- python ^3.9
- pytorch-lightning ^1.8.2
- torchvision ^0.14.0