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e3nn_little's Introduction

e3nn little

Small version of e3nn

Plan

To import

  • spherical harmonics
  • Rs operations
  • Wigner representations (up to L=11)
  • 3J symbols (up to L=11)
  • Gate (parity)
  • radial networks
  • Tensor Product (Weighted)
  • message_passing (in examples)
  • reduce_tensor
  • tests!
  • s2grid
  • s2/so3 activation
  • batchnorm
  • dropout
  • groupnorm
  • image convolution (requires kernel?!)
  • cuda kernels!
  • tensor classes

To leave

  • kernels?
  • sparse tensor product
  • data_helpers (contribute to pytorch_geometric instead)
  • norm activation

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