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Mergev2 merge data nequip refactoring into main #61
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floatingCatty
commented
Feb 2, 2024
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edited by QG-phy
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edited by QG-phy
- Add graph data structure from NequIP, adapt to generalize edge feature/ eigenvalues/ kpoints data Fix Refactoring the data module #11
- Refactoring the Neural Network with Graph Operations, support E3 and conventional Graph Neural Network Construction. to support E3-Hamiltonian Fitting Modules. Fix Add E3NN represent Hamiltonian #62
- Implementing e3 hamiltonian constructor module and its interfaces with SKTB rotation. Fix Change the rotation of SK transform into rotation of e3 group #40
- Implementing indexmap for e3 module, which is for later usage.
- refator train test and run commands. Fix refactor dptb test command #27
* new version of `E3statistics` function added in DefaultDataset. * fix bug in dealing with scalars in `E3statistics` * add "decay" option in E3statistics to return edge length dependence * fix bug in getting rmes when doing stat & update argcheck
…into data_nequip
…into data_nequip
* bug fix in loading `kpoints.npy` files with `ndim==3` * added tests for nnsk training * main program for test_train
QG-phy
approved these changes
Feb 2, 2024
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