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2 votes
1 answer
320 views

Multiword Expression Tagging in Python

I am trying to write a small python code,where I am reading a text file-which contains both Multiwords (MWEs) and singular words (NMWEs). I am trying to tag each one, as follows. I have a ...
HIGGINS's user avatar
  • 131
3 votes
0 answers
1k views

Implementing the stochastic gradient descent algorithm of the softmax regression with only NumPy [closed]

I am implementing the stochastic gradient descent algorithm. I think there is plenty of room for improvement. ...
Lerner Zhang's user avatar
2 votes
1 answer
3k views

ROC and AUC calculation

Using Python 2.7 and here is my code to calculate ROC/AUC and I compare my results of tpr/fpr with threshold, it is the same result of whay scikit-learn returns. My questions, (1) any ideas for ...
Lin Ma's user avatar
  • 3,453
3 votes
1 answer
153 views

Batch Gradient Descent running too slowly

Following Data Science from Scratch by Joel Grus, I wrote a simple batch gradient descent solver in Python 2.7. I know this isn't the most efficient way to solve this problem, but this code should be ...
razalfuhl's user avatar
  • 133