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Mergev2 merge data nequip refactoring into main #61

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merged 97 commits into from
Feb 2, 2024

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@floatingCatty floatingCatty commented Feb 2, 2024

  1. Add graph data structure from NequIP, adapt to generalize edge feature/ eigenvalues/ kpoints data Fix Refactoring the data module #11
  2. 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
  3. Implementing e3 hamiltonian constructor module and its interfaces with SKTB rotation. Fix Change the rotation of SK transform into rotation of e3 group #40
  4. Implementing indexmap for e3 module, which is for later usage.
  5. refator train test and run commands. Fix refactor dptb test command  #27

floatingCatty and others added 23 commits January 5, 2024 18:45
* 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
* add comments QG

* add comment QG
* bug fix in loading `kpoints.npy` files with `ndim==3`

* added tests for nnsk training

* main program for test_train
@QG-phy QG-phy added the Feature Request New feature or request label Feb 2, 2024
@QG-phy QG-phy merged commit 7377d96 into deepmodeling:main Feb 2, 2024
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@floatingCatty floatingCatty deleted the mergev2 branch March 28, 2024 10:51
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