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29 Open 14 Closed
29 Open 14 Closed
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Issues list

Create a separate script for each component of the pipeline: Data Loader
#43 opened Jun 7, 2023 by 16djm10
Feature reduction 4: Feature selection techniques using scikitlearn
#42 opened May 30, 2023 by 16djm10
Feature reduction 3: Resampling to 100 wavelengths
#41 opened May 30, 2023 by 16djm10
Feature reduction 2: Testing PCA with 100 components
#40 opened May 30, 2023 by 16djm10
Create an evaluation function for the feature reduction pipeline
#39 opened May 30, 2023 by 16djm10
Testing LDA without any feature reduction as baseline
#38 opened May 30, 2023 by 16djm10
Experiment 3: k-fold cross validation based on sampleID and sample number
#37 opened May 23, 2023 by 16djm10
Experiment 2: Train on back, test on front'
#36 opened May 23, 2023 by 16djm10
Experiment: Sweep through n_components for PCA and plot them. Determine optimal parameter
#35 opened May 23, 2023 by 16djm10
Experiment 1: Implement LDA using random split - Histopathology separation + sample separation
#34 opened May 23, 2023 by 16djm10
Create a PCA LDA pipeline
#33 opened May 19, 2023 by 16djm10
Update time plot to use shapes to differentiate between different samples
#32 opened May 15, 2023 by 16djm10
Kidney Data exploration
#31 opened Apr 10, 2023 by 16djm10
Use settings to save the previously used classifier instead of saving it in the module code
#30 opened Jan 18, 2023 by 16djm10
Add the characteristic curve of the lightsource to my preprocessing
#29 opened Dec 13, 2022 by 16djm10
Rework model generation script to work with module
#28 opened Nov 22, 2022 by 16djm10
Standard Operating Protocol
#27 opened Nov 15, 2022 by 16djm10
Add a function to initialize the scene with needle,, lists, and place them on transform if present
#26 opened Nov 15, 2022 by 16djm10
Decouple classification from the plotting function
#25 opened Nov 15, 2022 by 16djm10
Implement data collection mode
#24 opened Oct 20, 2022 by 16djm10
Go through my code. Use parameter node instead of getting nodes from the scene
#23 opened Oct 20, 2022 by 16djm10
Add a toggle button to allow for a continual scanning with x mm gap from last placed point
#22 opened Aug 4, 2022 by 16djm10
Switch enable plotting from a checkbox to a toggleable button
#21 opened Aug 4, 2022 by 16djm10
Add an image of the setup into the scene, and register it to the scene frame using the fiducial registration wizard
#20 opened Aug 2, 2022 by 16djm10
train a new model using data from the blue and white box
#19 opened Aug 2, 2022 by 16djm10
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