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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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Tutorials

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

LOADING COMMON DATASETS(-Alexander)
Open In Colab

REINFORCE(-Andriy) Open In Colab

Pytorch_ASE_Surfaces (-Christoff) Open In Colab

2D_KMC_Example (-Christoff) Open In Colab

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

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Introductory tutorials and examples of NN

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