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# Candidate Background
I am currently a graduate student completing my masters in cyber-security and have taken on this project. Additionally, I am a penetration-tester for a well-respected securit…
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Code to reproduce error :
```julia
N=128
NPro = 10000
tr = MRIReco.KooshballTrajectory(Float64,NPro, N)
nufftOp = NFFTOp((N,N,N), tr; toeplitz=false, oversamplingFactor=2, kernelSize=2)
dcf = s…
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Hi,
Many real problems have an imbalanced data set. We can use undersampling or class weights, but is there a method to automatically calculate and add class weights to estimators. I know how to ad…
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Hello Danil,
Can you please give more clarifications on how to use ThreshTuner or maybe direct me to a working example.
from the documentation ,apart of setting the min and max thereshold,metric…
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The `mesh_to_octree()` function in `ops/spc/conversions.py` has a number of surface samples hardcoded to 100M for voxel initialization. This consumes a large amount of memory, so much that even on a h…
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Removing the following error would allow for a much cleaner run of the feature extractor:
`In DynamicSystem.checkLsimInputs (line 104) In DynamicSystem/lsim (line 67) In fn_fex (line 13) In Dataset…
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I could not found anything from [imbalance-learn](https://github.com/scikit-learn-contrib/imbalanced-learn)
I'm using something like this
```python
from imblearn.under_sampling import NearMiss
fr…
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Hello,
Could you kindly share which pattern out of the three patterns in the AUTOMAP paper - spiral, poisson and misaligned Fourier is used to undersample the brain data provided with the GitHub code…
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Is there a way to undersample majority class while cross validation in pycaret?
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Hi,
Thanks for the code. However, the implementation of the low-rank layer seems to take as input Mpre, which shows to be subtracted by S_k in the paper. Could you kindly identify which one is corr…