Tutorials

Introductory tutorials and examples of NN
RENAME THIS (-Kyle)

LOADING COMMON DATASETS(-Alexander)

REINFORCE(-Andriy)

Pytorch_ASE_Surfaces (-Christoff)

2D_KMC_Example (-Christoff)

This tutorial demonstrates the migration of a (vacancy) defect in 2D space through an arbitrary lattice system, as shown below.

Wish list:

Demonstration of importing/exporting for POSCAR and ASE (Christoff)
Demonstration for converting ASE/POSCAR to nx graph objects (Christoff)
Pytorch implementation of Kyle Mills' paper on the Ising model

Name		Name	Last commit message	Last commit date
Latest commit History 55 Commits
Supplementary		Supplementary
.gitignore		.gitignore
2D_KMC_Example.ipynb		2D_KMC_Example.ipynb
CA-AE.ipynb		CA-AE.ipynb
GPyTorch_Regression_Tutorial.ipynb		GPyTorch_Regression_Tutorial.ipynb
Pytorch_ASE_Surfaces.ipynb		Pytorch_ASE_Surfaces.ipynb
Pytorch_GradientDescent+Neuroevolution.ipynb		Pytorch_GradientDescent+Neuroevolution.ipynb
README.md		README.md
RNN-Classification-Tutorial.ipynb		RNN-Classification-Tutorial.ipynb
datasets_tutorial.ipynb		datasets_tutorial.ipynb
generative_1dIsing_RNN.ipynb		generative_1dIsing_RNN.ipynb
noisy_fitting.ipynb		noisy_fitting.ipynb
pytorch_geometric_GNN.ipynb		pytorch_geometric_GNN.ipynb
pytorch_mnist_CNN.ipynb		pytorch_mnist_CNN.ipynb
pytorch_mnist_GCN.ipynb		pytorch_mnist_GCN.ipynb
pytorch_mnist_fully_connected.ipynb		pytorch_mnist_fully_connected.ipynb
reinforce.ipynb		reinforce.ipynb
sonar.txt		sonar.txt

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