Implement DeepInsight with Python

URL:https://www.nature.com/articles/s41598-019-47765-6

====================
Attention
So, My code is maybe miss...
Sorry...

====================

Test Data gene-expression

Analyze gene-expression

I test DeepInsight with using gene-expression Dataset.

Dataset

Use Kaggle Dataset "gene-expression" URL:https://www.kaggle.com/crawford/gene-expression

Create Images from table Dataset

Require Python Library

1. sys
2. math
3. numpy
4. pandas
5. matplotlib
6. scipy
7. PIL
8. sklearn
9. imblearn

How to Use(editing...)

import DeepInsight

#table Dataset
deepinsight = DeepInsight.DeepInsigh()
train_image = deepinsight.fit(train_df, method='kpca')
train_image = deepinsight.fit_transform(train_df, method='kpca')
test_image = deepinsight.transform(test_df)

Test

sample

kPCA

t-SNE