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271 to 280 of 1,576 Results
02_maketraintest.py
Aug 12, 2021 - Replication Data for: fNIRS-QC: crowd-sourced creation of a dataset and machine learning model for fNIRS quality control
Python Source Code - 539 B - MD5: 5f3316b68c9c6f315d60b932813cf5a2
Code
Train/Test partition splitter
03_training.py
Aug 12, 2021 - Replication Data for: fNIRS-QC: crowd-sourced creation of a dataset and machine learning model for fNIRS quality control
Python Source Code - 3.1 KB - MD5: d5b4d5195a3ef6eb91c9c5595b8a14f2
Code
Model training
04_predict.py
Aug 12, 2021 - Replication Data for: fNIRS-QC: crowd-sourced creation of a dataset and machine learning model for fNIRS quality control
Python Source Code - 2.6 KB - MD5: dfa5c5696f9a9426f8e720c5aa779a01
Code
Model testing
dataset.py
Aug 12, 2021 - Replication Data for: fNIRS-QC: crowd-sourced creation of a dataset and machine learning model for fNIRS quality control
Python Source Code - 2.0 KB - MD5: a9c0d453e7e661098b34b59820908b9e
Code
file to handle the dataset
labels.csv
Aug 12, 2021 - Replication Data for: fNIRS-QC: crowd-sourced creation of a dataset and machine learning model for fNIRS quality control
Comma Separated Values - 15.2 KB - MD5: 577ac46fff1cabced92a530bc254e388
Data
Labels used for the model
model.pth
Aug 12, 2021 - Replication Data for: fNIRS-QC: crowd-sourced creation of a dataset and machine learning model for fNIRS quality control
Unknown - 1.1 MB - MD5: 881e6c22932f0eff45ff2fc17f5e77d5
Data
Trained mdoel
nets.py
Aug 12, 2021 - Replication Data for: fNIRS-QC: crowd-sourced creation of a dataset and machine learning model for fNIRS quality control
Python Source Code - 2.0 KB - MD5: 6ed82afe0a8c50ea83c890e978ce40f9
Code
Network architecture
ratings.tab
Aug 12, 2021 - Replication Data for: fNIRS-QC: crowd-sourced creation of a dataset and machine learning model for fNIRS quality control
Tabular Data - 105.1 KB - 4 Variables, 2438 Observations - UNF:6:EcnRCYcJUcoWSmexjaAaPw==
Data
Users' raw ratings
Signals.zip
Aug 12, 2021 - Replication Data for: fNIRS-QC: crowd-sourced creation of a dataset and machine learning model for fNIRS quality control
ZIP Archive - 393.8 KB - MD5: c6f97781faba96bbcd9f4de4f38f500e
Data
Signals used for the study
testlabels.csv
Aug 12, 2021 - Replication Data for: fNIRS-QC: crowd-sourced creation of a dataset and machine learning model for fNIRS quality control
Comma Separated Values - 3.1 KB - MD5: 6d54f062b95ffe0eb95a26dd21befde8
Data
test labels
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