https://github.com/akapet00/locally-adaptive-activation-functions
Simplified implementation of locally adaptive activation functions (LAAF) with slope recovery for deep and physics-informed neural networks (PINNs) in PyTorch.
https://github.com/akapet00/locally-adaptive-activation-functions
adaptive-activation-functions deep-learning paper-implementations physics-informed-neural-networks poisson-equation scientific-computing scientific-machine-learning
Last synced: about 1 year ago
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Simplified implementation of locally adaptive activation functions (LAAF) with slope recovery for deep and physics-informed neural networks (PINNs) in PyTorch.
- Host: GitHub
- URL: https://github.com/akapet00/locally-adaptive-activation-functions
- Owner: akapet00
- License: mit
- Created: 2021-01-22T07:30:23.000Z (over 5 years ago)
- Default Branch: main
- Last Pushed: 2021-03-08T09:37:43.000Z (over 5 years ago)
- Last Synced: 2025-04-08T15:23:14.928Z (about 1 year ago)
- Topics: adaptive-activation-functions, deep-learning, paper-implementations, physics-informed-neural-networks, poisson-equation, scientific-computing, scientific-machine-learning
- Language: Python
- Homepage:
- Size: 710 KB
- Stars: 30
- Watchers: 2
- Forks: 7
- Open Issues: 0