٠١-machine-learning-pipeline-data-analysis.ipynb

[saadalim1978]

Let's go ahead and analyse the distributions of the variables

after applying a yeo-johnson transformation

temporary copy of the data

tmp = data.copy()

for var in cont_vars:

# transform the variable - yeo-johsnon
tmp[var], param = stats.yeojohnson(data[var])

plot the histograms of the transformed variables

tmp[cont_vars].hist(bins=30, figsize=(15,15))
plt.show()

BracketError: The algorithm terminated without finding a valid bracket. Consider trying different initial points.

[saadalim1978]