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

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

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Analyze gene-expression

I test DeepInsight with using gene-expression Dataset.

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

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

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)

sample