Colab tutorials (#367)

* Colab Button & Run added
This commit is contained in:
Giuseppe Alessio D'Inverno
2024-10-22 15:47:33 +02:00
committed by GitHub
parent 6a4febb33a
commit 78ed2a67a2
39 changed files with 526 additions and 52 deletions

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@@ -5,6 +5,9 @@
"metadata": {},
"source": [
"# Tutorial: Multiscale PDE learning with Fourier Feature Network\n",
"\n",
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial13/tutorial.ipynb)\n",
"\n",
"This tutorial presents how to solve with Physics-Informed Neural Networks (PINNs)\n",
"a PDE characterized by multiscale behaviour, as\n",
"presented in [*On the eigenvector bias of Fourier feature networks: From regression to solving\n",
@@ -20,6 +23,15 @@
"metadata": {},
"outputs": [],
"source": [
"## routine needed to run the notebook on Google Colab\n",
"try:\n",
" import google.colab\n",
" IN_COLAB = True\n",
"except:\n",
" IN_COLAB = False\n",
"if IN_COLAB:\n",
" !pip install \"pina-mathlab\"\n",
"\n",
"import torch\n",
"\n",
"from pina import Condition, Plotter, Trainer, Plotter\n",

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@@ -2,6 +2,9 @@
# coding: utf-8
# # Tutorial: Multiscale PDE learning with Fourier Feature Network
#
# [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial13/tutorial.ipynb)
#
# This tutorial presents how to solve with Physics-Informed Neural Networks (PINNs)
# a PDE characterized by multiscale behaviour, as
# presented in [*On the eigenvector bias of Fourier feature networks: From regression to solving
@@ -13,6 +16,15 @@
# In[1]:
## routine needed to run the notebook on Google Colab
try:
import google.colab
IN_COLAB = True
except:
IN_COLAB = False
if IN_COLAB:
get_ipython().system('pip install "pina-mathlab"')
import torch
from pina import Condition, Plotter, Trainer, Plotter