Commits · cda5dbe8f0931445bb6357d44b30f175b536c27e · Machine Learning projects. / pes_to_spec · GitLab

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Jan 23, 2023
- Clean up. · cda5dbe8
  Danilo Ferreira de Lima authored 2 years ago
  
  cda5dbe8
Jan 20, 2023
- Switched to incremental PCA to check its impact. · ef42358a
  Danilo Ferreira de Lima authored 2 years ago
  
  ef42358a
- Added debugging messages, using parallelization by default, disabled slow and... · cde3eebf
  Danilo Ferreira de Lima authored 2 years ago
  
  Added debugging messages, using parallelization by default, disabled slow and probably useless refined peak finding, added function to find match between two train IDs.
  cde3eebf
Jan 18, 2023
- Typo fix. · 5aff4e8e
  Danilo Ferreira de Lima authored 2 years ago
  
  5aff4e8e
- Added function to retrieve low res range. · 8842f776
  Danilo Ferreira de Lima authored 2 years ago
  
  8842f776
- Disable the nonlinear kernel by default for speed. · 24b3f47f
  Danilo Ferreira de Lima authored 2 years ago
  
  24b3f47f
Jan 16, 2023
- Added method to return x-axis from high resolution data. · fe32298d
  Danilo Ferreira de Lima authored 2 years ago
  
  fe32298d
- Added method to get channels used in training. · 7a38ac2d
  Danilo Ferreira de Lima authored 2 years ago
  
  7a38ac2d
- Merge branch 'nystroem' into 'main' · df5e42c9
  Danilo Enoque Ferreira de Lima authored 2 years ago
  
  Added kernel approximation with the Nystroem sub-space projection method as an alternative See merge request !3
  0.0.1
  
  df5e42c9
Jan 13, 2023
- Included Nystroem's rank. · 9f64ef68
  Danilo Ferreira de Lima authored 2 years ago
  
  9f64ef68
- Added pre-PCA step before Nystroem to reduce the dimensionality in advance. · 3b1b5aa3
  Danilo Ferreira de Lima authored 2 years ago
  
  3b1b5aa3
- Added Nystroem with an insane kernel dimensionality to check if it improves something. · 2e3f6d06
  Danilo Ferreira de Lima authored 2 years ago
  
  2e3f6d06
Jan 12, 2023
- Using ARDRegressor instead of BFGS to avoid using special code. · 44353618
  Danilo Ferreira de Lima authored 2 years ago
  
  44353618
Jan 11, 2023
- Draft. · b695793c
  Danilo Ferreira de Lima authored 2 years ago
  
  b695793c
- Added Nystroem kernel as a possible nonlinearity. · 5f1f7bd1
  Danilo Ferreira de Lima authored 2 years ago
  
  5f1f7bd1
Jan 10, 2023
- Merge branch 'kernelPCA' into 'main' · f3d98448
  Danilo Enoque Ferreira de Lima authored 2 years ago
  
  Add Kernel PCA as an alternative preprocessing step See merge request !1
  f3d98448
- Allow for no smoothing. · eed28bdc
  Danilo Ferreira de Lima authored 2 years ago
  
  eed28bdc
- Merged and removed whitening in targets. · c4fa650d
  Danilo Ferreira de Lima authored 2 years ago
  
  c4fa650d
- Merge branch 'save' into 'main' · dde729ab
  Danilo Enoque Ferreira de Lima authored 2 years ago
  
  Restructured code to use classes compatible with joblib and minimize hacks when saving See merge request !2
  dde729ab
- Avoid using the pipeline when calculating unc. · d7855b9d
  Danilo Ferreira de Lima authored 2 years ago
  
  d7855b9d
- Fixed compatibility check calculation. · f8eac915
  Danilo Ferreira de Lima authored 2 years ago
  
  f8eac915
Jan 09, 2023
- Fixed uncertainty calculation. · a79d9d65
  Danilo Ferreira de Lima authored 2 years ago
  
  a79d9d65
- Bug fixes. · 526aaf25
  Danilo Ferreira de Lima authored 2 years ago
  
  526aaf25
- Using two pipelines to split more evenly the preprocessing steps. · 8323a157
  Danilo Ferreira de Lima authored 2 years ago
  
  8323a157
- Reduced number of components in Kpca. · 1ca0f7cb
  Danilo Ferreira de Lima authored 2 years ago
  
  1ca0f7cb
Jan 06, 2023
- Added first version of KernelPCA. · c8ef4856
  Danilo Ferreira de Lima authored 2 years ago
  
  c8ef4856
Dec 21, 2022
- Added data drift check · eba3fc96
  Danilo Ferreira de Lima authored 2 years ago
  
  eba3fc96
- Improved README. · 07925b89
  Danilo Ferreira de Lima authored 2 years ago
  
  07925b89
- Clean up. · 08453c3c
  Danilo Ferreira de Lima authored 2 years ago
  
  08453c3c
- Fixed typo in pyproject.toml · e92c84ca
  Danilo Ferreira de Lima authored 2 years ago
  
  e92c84ca
- Record time taken for test. Remove unnecessary variables when writing model to HDF5 file. · 6b5af7b1
  Danilo Ferreira de Lima authored 2 years ago
  
  6b5af7b1
- Increased number of components. · d8405649
  Danilo Ferreira de Lima authored 2 years ago
  
  d8405649
- Using all channels by default. · 1f5f22af
  Danilo Ferreira de Lima authored 2 years ago
  
  1f5f22af
- Fixed saving into file. · fe96d70e
  Danilo Ferreira de Lima authored 2 years ago
  
  fe96d70e
Dec 20, 2022
- Added a comment about the offline analysis. · 25829f59
  Danilo Enoque Ferreira de Lima authored 2 years ago
  
  25829f59
- Update README.md. · 5e1c5100
  Danilo Enoque Ferreira de Lima authored 2 years ago
  
  5e1c5100
- Moved original files to the exploration directory to prevent them from... · c7694916
  Danilo Enoque Ferreira de Lima authored 2 years ago
  
  Moved original files to the exploration directory to prevent them from influencing the pip installation.
  c7694916
- Added pyproject.toml. · 66e0342a
  Danilo Enoque Ferreira de Lima authored 2 years ago
  
  66e0342a
Dec 19, 2022
- Many bug fixes when writing the PCA model. · 8ef4ee33
  Danilo Ferreira de Lima authored 2 years ago
  
  8ef4ee33
- Save PCA in the same file. · 02eded28
  Danilo Ferreira de Lima authored 2 years ago
  
  02eded28

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