IBM/simulai

Issues

• Add Docstrings to Simulation, Normalization, Metrics, and Mesh Modules

  #102 opened 2 years ago by TarikKaanKoc
  1

• Doctrings for Optimization, SymbolicOperator and Losses

  #116 opened a year ago by Joao-L-S-Almeida
  1

• Roadmap for SimulAI

  #87 opened 2 years ago by Joao-L-S-Almeida
  0

• Wavelet activation is not running on CUDA devices

  #178 opened 10 months ago by Joao-L-S-Almeida
  0

• NIF is not converging.

  #177 opened a year ago by Joao-L-S-Almeida
  0

• SPFile must also save class defined template methods.

  #168 opened a year ago by Joao-L-S-Almeida
  0

• MultiScaleAutoencoder also should support vanilla autoencoders

  #160 opened a year ago by Joao-L-S-Almeida
  0

• Python 3.11 support

  #154 opened a year ago by WillTrojak
  4

• Python version limitation

  #155 opened a year ago by LucasMSpereira
  2

• Verbose printing is not properly operating

  #152 opened 2 years ago by Joao-L-S-Almeida
  0

• Batchwise optimization takes longer times than expected to run

  #110 opened 2 years ago by Joao-L-S-Almeida
  3

• Causality preserving must be generic and externally defined.

  #120 opened 2 years ago by Joao-L-S-Almeida
  0

• Is the SciPyInterface really communicating gradients to the torch.nn.Module objects ?

  #129 opened 2 years ago by Joao-L-S-Almeida
  0

• Inputs keys for Physics-Informed Neural Operators could contain variables from any branch

  #122 opened 2 years ago by Joao-L-S-Almeida
  0

• Batch-normalization must be considered on CNN architectures.

  #126 opened 2 years ago by Joao-L-S-Almeida
  0

• Integration with SciPy optimizers

  #123 opened 2 years ago by Joao-L-S-Almeida
  0

• Trainable parameters are not being updated

  #118 opened 2 years ago by Joao-L-S-Almeida
  0

• NumPy docstrings for the directory simulai/models

  #106 opened 2 years ago by Joao-L-S-Almeida
  2

• Replicating the structure of PIRMSE to OPIRMSE

  #115 opened 2 years ago by Joao-L-S-Almeida
  0

• Creating units tests

  #114 opened 2 years ago by Joao-L-S-Almeida
  0

• SymbolicOperator should support to receive def functions.

  #111 opened 2 years ago by Joao-L-S-Almeida
  1

• Model Checkpointing is missing.

  #109 opened 2 years ago by Joao-L-S-Almeida
  1

• Filtering losses in PINNs

  #107 opened 2 years ago by Joao-L-S-Almeida
  0

• Some variables, as energy and concentration need to preserve positivity otherwise they became physically inconsistent. When these variables are represented via Autoencoders and PCA the way for enforcing positivity is the hard positivity limiting. It already works for PCA, but it still needs to be tested with NN Autoencoders.

  #93 opened 2 years ago by Joao-L-S-Almeida
  0

• Updating to torch >=1.13

  #104 opened 2 years ago by Joao-L-S-Almeida
  0

• 📌 ISSUES TEMPLATE

  #103 opened 2 years ago by TarikKaanKoc
  0

• Sanity tests for Hard Positivity Limiting

  #86 opened 2 years ago by Joao-L-S-Almeida
  0

• Sanity tests for normalization.

  #84 opened 2 years ago by Joao-L-S-Almeida
  0

• Unknown license found

  #101 opened 2 years ago by Joao-L-S-Almeida
  3

• Help: Missing Class in PyTorch Residuals Module

  #90 opened 2 years ago by TarikKaanKoc
  6

• Optimizer needs to be completely compatible with multi-GPU jobs

  #98 opened 2 years ago by Joao-L-S-Almeida
  0

• Cleaning unused or merged branches.

  #96 opened 2 years ago by Joao-L-S-Almeida
  1

• numpy.float deprecated

  #94 opened 2 years ago by Joao-L-S-Almeida
  3

• 🦋 Suggest: using black and isort before committing code

  #91 opened 2 years ago by TarikKaanKoc
  1

• The dense bottlenecks of automatic generated AEs could be optionally shallow

  #92 opened 2 years ago by Joao-L-S-Almeida
  1

• Add NumPy style Docstrings to SimulAI packages

  #62 opened 2 years ago by TarikKaanKoc
  7

• Extend automatic generation for autoencoders Variational and Koopman

  #88 opened 2 years ago by Joao-L-S-Almeida
  0

• 📌 Enhancement Request: Develop Project Roadmap

  #83 opened 2 years ago by TarikKaanKoc
  1

• 📌 Problem: Lack of Detailed Release Information 🛠

  #81 opened 2 years ago by TarikKaanKoc
  1

• Sanity tests for MoE Pool

  #85 opened 2 years ago by Joao-L-S-Almeida
  0

• 📌 Problem: Excessive Commits and Poor Release Output 🛠

  #80 opened 2 years ago by TarikKaanKoc
  1

• Error: Unknown target name: "mask".sphinx

  #79 opened 2 years ago by TarikKaanKoc
  1

• Missing documentation for module parallel

  #78 opened 2 years ago by TarikKaanKoc
  2

• UserWarning: Hamilatonian sampling is in EXPERIMENTAL stage.

  #72 opened 2 years ago by TarikKaanKoc
  0

• Error when trying to perform internal boundary product with numpy array

  #73 opened 2 years ago by TarikKaanKoc
  3

• Sphinx Build Successful but with 146 Warnings

  #69 opened 2 years ago by TarikKaanKoc
  7

• Docs still ignore third level of directories ("sub-sub-packages").

  #60 opened 2 years ago by Joao-L-S-Almeida
  12

• Dedicated requirements.txt for the examples

  #64 opened 2 years ago by Joao-L-S-Almeida
  1

• Rename simulai/regression/pytorch to simulai/regression/_pytorch

  #63 opened 2 years ago by Joao-L-S-Almeida
  1

• Docs compilation is failling because of dependency sphinx_theme is not found

  #59 opened 2 years ago by Joao-L-S-Almeida
  2