Name	Name	Last commit message	Last commit date
Latest commit History 66 Commits
.github/workflows	.github/workflows
.ipynb_checkpoints	.ipynb_checkpoints
Article	Article
Drug-Cell line (Akram Emdadi)	Drug-Cell line (Akram Emdadi)
Other resources	Other resources
__pycache__	__pycache__
data	data
.gitattributes	.gitattributes
.gitignore	.gitignore
10fold CV on CNN on triple DDI.ipynb	10fold CV on CNN on triple DDI.ipynb
10fold CV on CNN on triple DDI.py	10fold CV on CNN on triple DDI.py
A guide to an efficient way to build neural network architectures- Part II_ Hyper-parameter selection and tuning for Convolutional Neural Networks using Hyperas on Fashion-MNIST.pdf	A guide to an efficient way to build neural network architectures- Part II_ Hyper-parameter selection and tuning for Convolutional Neural Networks using Hyperas on Fashion-MNIST.pdf
CMF.zip	CMF.zip
Cui2019_Article_TheComputationalPredictionOfDr.pdf	Cui2019_Article_TheComputationalPredictionOfDr.pdf
Handling Imbalanced Datasets in Deep Learning _ by George Seif _ Towards Data Science.pdf	Handling Imbalanced Datasets in Deep Learning _ by George Seif _ Towards Data Science.pdf
Hyperparameters in Machine _Deep Learning - Jorge Leonel - Medium.pdf	Hyperparameters in Machine _Deep Learning - Jorge Leonel - Medium.pdf
Hyperparameters in Machine _Deep Learning - Jorge Leonel - Medium.zip	Hyperparameters in Machine _Deep Learning - Jorge Leonel - Medium.zip
Known_Drug-Disease_associations.xlsx	Known_Drug-Disease_associations.xlsx
P1_snfpy.ipynb	P1_snfpy.ipynb
P2_Data preparing.ipynb	P2_Data preparing.ipynb
P2_Data preparing.py	P2_Data preparing.py
P3_Oversampling.ipynb	P3_Oversampling.ipynb
P3_Oversampling.py	P3_Oversampling.py
P4_CNN on Drug-Disease interaction-Train.ipynb	P4_CNN on Drug-Disease interaction-Train.ipynb
P4_CNN on Drug-Disease interaction-Train.py	P4_CNN on Drug-Disease interaction-Train.py
P5_CNN on D and E DDI-predict on zeros.ipynb	P5_CNN on D and E DDI-predict on zeros.ipynb
P6_CNN on triple DDI-Train (1 and -1) with probable zeros .ipynb	P6_CNN on triple DDI-Train (1 and -1) with probable zeros .ipynb
P7-7_choosingProbableZeros.ipynb	P7-7_choosingProbableZeros.ipynb
P7_CNN on triple DDI-Train (1 and -1) with probable zeros.ipynb	P7_CNN on triple DDI-Train (1 and -1) with probable zeros.ipynb
P8_CNN on triple DDI-predict on zeros.ipynb	P8_CNN on triple DDI-predict on zeros.ipynb
P9_Suggested Triple DDI.ipynb	P9_Suggested Triple DDI.ipynb
README.md	README.md
_ramin shabkecnn new.ipynb	_ramin shabkecnn new.ipynb
cnn_3_epoch.h5	cnn_3_epoch.h5
cnn_4_epoch.h5	cnn_4_epoch.h5
cnn_7_epoch.h5	cnn_7_epoch.h5
confusion_matrix_pretty_print.py	confusion_matrix_pretty_print.py
data Preparation.zip	data Preparation.zip
drugsPairs.csv	drugsPairs.csv
model .png	model .png
saved Diseasename.csv	saved Diseasename.csv
saved Drugname.csv	saved Drugname.csv
saved F_pairs.csv	saved F_pairs.csv
saved drug.csv	saved drug.csv

Name

Last commit message

Last commit date

66 Commits

.github/workflows

.ipynb_checkpoints

Article

Drug-Cell line (Akram Emdadi)