Add a module for basic analysis of a Dataset

[xroynard]

There is already plaid.utils.stats, but there is nothing to make a visual analysis of a Dataset

We could propose :

• scatter plot of each feature (sample id vs feature value)
• pairplot of scalars
• kdeplot