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Python is a programming language commonly used for machine learning. Use this tag for any *on-topic* question that (a) involves `Python` either as a critical part of the question or expected answer, & (b) is not *just* about how to use `Python`.

11 votes

Methods in R or Python to perform feature selection in unsupervised learning

It's a year old but I still feel it is relevant, so I just wanted to share my python implementation of Principal Feature Analysis (PFA) as proposed in the paper that Charles linked to in his answer. …
Ulf Aslak's user avatar
  • 396
5 votes
1 answer
2k views

Class-specific feature importance

I'm training a Random Forest classifier using sklearn in Python 2.7, on a large dataset ~(80k,250) where observations are movie reviews and features are attributes of critic and movie. …
Ulf Aslak's user avatar
  • 396
4 votes
1 answer
3k views

Computing the Entropy of a walk

Here's a small Python example: import numpy as np from collections import Counter def time_correlated_entropy(walk): counter = Counter(zip(walk[:-1], walk[1:])) P = np.array(counter.values(), …
Ulf Aslak's user avatar
  • 396