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BouchardLab/DynamicalComponentsAnalysis
ForeCA

I found out this pretty repo for foreca dyca and cca, I wonder why foreca has been limited to d 1 , for what kind of reason? thanks. def init(self, d, T, init= random_ortho , n_init=1, tol=1e-6, verbose=False, ...
  • N1r
  • 1
  • Opened 
    on Mar 31, 2021
  • #58

BouchardLab/DynamicalComponentsAnalysis
Gaussian Process Assumption on Lorenz Attractor dataset

I have a question on the Lorenz Attractor dataset. You made Gaussian assumption for the latent space (essentially the 3d Lorenz Attractor). How could you tell the recovered Lorenz Attractor signals do ...
  • JunwenBai
  • Opened 
    on Sep 15, 2020
  • #56

BouchardLab/DynamicalComponentsAnalysis
Abstract loss calculation and score

This will allow other models to more cleanly inherit from SingleProjectionComponentsAnalysis.
  • JesseLivezey
  • Opened 
    on Aug 18, 2020
  • #54

BouchardLab/DynamicalComponentsAnalysis
Abstract `estimate_data_statistics`

This will allow other models to more cleanly inherit from SingleProjectionComponentsAnalysis.
  • JesseLivezey
  • Opened 
    on Aug 18, 2020
  • #53

BouchardLab/DynamicalComponentsAnalysis
Cleanup repo size

Should remove extraneous notebooks and datasets.
  • JesseLivezey
  • Opened 
    on Jun 15, 2020
  • #48

BouchardLab/DynamicalComponentsAnalysis
Regularization term

According to the predictive information objective, the loss function should be scale-invariant, which means you actually don t need to add a regularization term. But I saw regularization term is still ...
  • JunwenBai
  • 5
  • Opened 
    on Jun 3, 2020
  • #45

BouchardLab/DynamicalComponentsAnalysis
Could you share sabes dataset?

Dear authors, Since a lot of notebooks use sabes dataset ( /Projects/ComplexityComponentsAnalysis/data/sabes/indy_20160627_01.mat ), do you mind sharing the link to the dataset? Best
  • JunwenBai
  • 5
  • Opened 
    on Jun 2, 2020
  • #44

BouchardLab/DynamicalComponentsAnalysis
Lorenz Attractor IPython Notebook is deprecated

Dear Authors, I was reading lorenz_fig.ipynb in notebooks folder. But there are too many bugs. For example, ComplexityComponentAnalysis is not imported at all. Also, even correcting the bugs cannot give ...
  • JunwenBai
  • 1
  • Opened 
    on Jun 1, 2020
  • #42

BouchardLab/DynamicalComponentsAnalysis
Better verbose flag through logging.

- [x] Timing for cross covariance estimation and optimization. - [ ] Timing within cross covariance estimation for batches
  • JesseLivezey
  • Opened 
    on May 13, 2020
  • #38

BouchardLab/DynamicalComponentsAnalysis
Try using numpy strides tricks to form lag matrix

Might be able to do it with no additional memory/copy overhead
  • JesseLivezey
  • Opened 
    on May 7, 2020
  • #36
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