Bill Vander Lugt BillVanderLugt

sujitpal / bow-vs-sif-embedding-for-text-classification.ipynb

Created May 20, 2017 21:49

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aronwc / lda.py

Last active April 30, 2024 06:54

Example using GenSim's LDA and sklearn

	""" Example using GenSim's LDA and sklearn. """

	import numpy as np

	from gensim import matutils
	from gensim.models.ldamodel import LdaModel
	from sklearn import linear_model
	from sklearn.datasets import fetch_20newsgroups
	from sklearn.feature_extraction.text import CountVectorizer

bwhite / rank_metrics.py

Created September 15, 2012 03:23

Ranking Metrics

	"""Information Retrieval metrics

	Useful Resources:
	http://www.cs.utexas.edu/~mooney/ir-course/slides/Evaluation.ppt
	http://www.nii.ac.jp/TechReports/05-014E.pdf
	http://www.stanford.edu/class/cs276/handouts/EvaluationNew-handout-6-per.pdf
	http://hal.archives-ouvertes.fr/docs/00/72/67/60/PDF/07-busa-fekete.pdf
	Learning to Rank for Information Retrieval (Tie-Yan Liu)
	"""
	import numpy as np

endolith / frequency_estimator.py

Last active September 9, 2025 15:34

Frequency estimation methods in Python

	from __future__ import division
	from numpy.fft import rfft
	from numpy import argmax, mean, diff, log, nonzero
	from scipy.signal import blackmanharris, correlate
	from time import time
	import sys
	try:
	import soundfile as sf
	except ImportError:
	from scikits.audiolab import flacread