IBM/simulai

Issues

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

  #102 opened a year ago by TarikKaanKoc
  1

• Doctrings for Optimization, SymbolicOperator and Losses

  #116 opened 7 months ago by Joao-L-S-Almeida
  1

• Roadmap for SimulAI

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

• Wavelet activation is not running on CUDA devices

  #178 opened 5 months ago by Joao-L-S-Almeida
  0

• NIF is not converging.

  #177 opened 7 months ago by Joao-L-S-Almeida
  0

• SPFile must also save class defined template methods.

  #168 opened 9 months 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 a year ago by Joao-L-S-Almeida
  0

• Batchwise optimization takes longer times than expected to run

  #110 opened a year ago by Joao-L-S-Almeida
  3

• Causality preserving must be generic and externally defined.

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

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

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

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

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

• Batch-normalization must be considered on CNN architectures.

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

• Integration with SciPy optimizers

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

• Trainable parameters are not being updated

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

• NumPy docstrings for the directory simulai/models

  #106 opened a year ago by Joao-L-S-Almeida
  2

• Replicating the structure of PIRMSE to OPIRMSE

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

• Creating units tests

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

• SymbolicOperator should support to receive def functions.

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

• Model Checkpointing is missing.

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

• Filtering losses in PINNs

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

• Updating to torch >=1.13

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

• 📌 ISSUES TEMPLATE

  #103 opened a year ago by TarikKaanKoc
  0

• Sanity tests for Hard Positivity Limiting

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

• Sanity tests for normalization.

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

• Unknown license found

  #101 opened a year ago by Joao-L-S-Almeida
  3

• Help: Missing Class in PyTorch Residuals Module

  #90 opened a year ago by TarikKaanKoc
  6

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

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

• Cleaning unused or merged branches.

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

• numpy.float deprecated

  #94 opened a year ago by Joao-L-S-Almeida
  3

• 🦋 Suggest: using black and isort before committing code

  #91 opened a year ago by TarikKaanKoc
  1

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

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

• Add NumPy style Docstrings to SimulAI packages

  #62 opened a year ago by TarikKaanKoc
  7

• Extend automatic generation for autoencoders Variational and Koopman

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

• 📌 Enhancement Request: Develop Project Roadmap

  #83 opened a year ago by TarikKaanKoc
  1

• 📌 Problem: Lack of Detailed Release Information 🛠

  #81 opened a year ago by TarikKaanKoc
  1

• Sanity tests for MoE Pool

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

• 📌 Problem: Excessive Commits and Poor Release Output 🛠

  #80 opened a year ago by TarikKaanKoc
  1

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

  #79 opened a year ago by TarikKaanKoc
  1

• Missing documentation for module parallel

  #78 opened a year ago by TarikKaanKoc
  2

• UserWarning: Hamilatonian sampling is in EXPERIMENTAL stage.

  #72 opened a year ago by TarikKaanKoc
  0

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

  #73 opened a year ago by TarikKaanKoc
  3

• Sphinx Build Successful but with 146 Warnings

  #69 opened a year ago by TarikKaanKoc
  7

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

  #60 opened a year ago by Joao-L-S-Almeida
  12

• Dedicated requirements.txt for the examples

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

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

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

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

  #59 opened a year ago by Joao-L-S-Almeida
  2