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Update tutorials 1 through 7

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This commit is contained in:
Matteo Bertocchi
2025-03-08 19:39:45 +01:00
committed by Nicola Demo
parent 7ef39f1e3b
commit 17792caa34
14 changed files with 675 additions and 288 deletions
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6
tutorials/tutorial4/tutorial.py vendored
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@@ -23,13 +23,13 @@ if IN_COLAB:
import torch
import matplotlib.pyplot as plt
plt.style.use('tableau-colorblind10')
import torchvision # for MNIST dataset
from pina.problem import AbstractProblem
from pina.solver import SupervisedSolver
from pina.trainer import Trainer
from pina import Condition, LabelTensor
from pina.model.block import ContinuousConvBlock
import torchvision # for MNIST dataset
from pina.model import FeedForward # for building AE and MNIST classification
@@ -508,7 +508,7 @@ class CircleProblem(AbstractProblem):
input_variables = ['x', 'y', 'f']
output_variables = input_variables
al=LabelTensor(input_data, input_variables)
conditions = {'data' : Condition(input_points=LabelTensor(input_data, input_variables), output_points=LabelTensor(input_data, output_variables))}
conditions = {'data' : Condition(input=LabelTensor(input_data, input_variables), target=LabelTensor(input_data, output_variables))}
# define the solver
solver = SupervisedSolver(problem=CircleProblem(), model=net, loss=torch.nn.MSELoss(), use_lt=True)