sabirdvd’s gists

sabirdvd / doom.txt

Created March 4, 2022 18:53 — forked from hjertnes/doom.txt

Doom Emacs Cheatsheet

sabirdvd / stopwords.txt

Created December 4, 2021 13:17 — forked from larsyencken/stopwords.txt

	#
	# stopwords.txt
	#
	# Freely available stopword list, balancing coverage and size.
	#
	# From http://www.lextek.com/manuals/onix/stopwords1.html
	a
	about
	above
	across

sabirdvd / word_frequency.py

Created October 7, 2019 19:20 — forked from nmpowell/word_frequency.py

Count words in a text file, sort by frequency, and generate a histogram of the top N

	#!/usr/bin/python

	"""Python script to create a histogram of words in a text file.

	Usage: python word_frequency.py -f "/path/to/file.txt" -n 200

	Specify the path to the text file as above. Manually specify the top N words to report (default 100).

	Text file can contain punctuation, new lines, etc., but special characters aren't handled well.

sabirdvd / rank_metrics.py

Created July 20, 2018 10:57 — forked from bwhite/rank_metrics.py

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

sabirdvd / tf_cosineSim.py

Created April 19, 2018 14:14 — forked from ranarag/tf_cosineSim.py

Function to calculate Cosine Similarity in Tensorflow

	#!/usr/bin/env python
	# -- coding: utf-8 --
	# @Date : 2017-03-20 07:15:37
	# @Author : Anurag Roy ([email protected])
	# @Link : ranarag.github.io
	# @Version : 1.0.0

	import os
	import tensorflow as tf
	from sklearn.metrics.pairwise import cosine_similarity

sabirdvd / word2vec_tftut.py

Created April 17, 2018 08:09 — forked from aneesh-joshi/word2vec_tftut.py

	import tensorflow as tf
	import numpy as np

	corpus_raw = 'He is the king . The king is royal . She is the royal queen '

	# convert to lower case
	corpus_raw = corpus_raw.lower()

	words = []
	for word in corpus_raw.split():

sabirdvd / gist:3adafcff1c0659ac6c37842d7ce741b9

Created February 9, 2018 18:12 — forked from ttezel/gist:4138642

Natural Language Processing Notes

#A Collection of NLP notes

##N-grams

###Calculating unigram probabilities:

P( w_i ) = count ( w_i ) ) / count ( total number of words )

In english..

sabirdvd / text_cnn.py

Created November 17, 2017 17:33 — forked from j314erre/text_cnn.py

load pre-trained word2vec into cnn-text-classification-tf

	import tensorflow as tf
	import numpy as np


	class TextCNN(object):
	"""
	A CNN for text classification.
	Uses an embedding layer, followed by a convolutional, max-pooling and softmax layer.
	"""
	def __init__(

sabirdvd / load_jpeg_with_tensorflow.py

Created July 23, 2017 18:31 — forked from eerwitt/load_jpeg_with_tensorflow.py

Example loading multiple JPEG files with TensorFlow and make them available as Tensors with the shape [[R, G, B], ... ].

	# Typical setup to include TensorFlow.
	import tensorflow as tf

	# Make a queue of file names including all the JPEG images files in the relative
	# image directory.
	filename_queue = tf.train.string_input_producer(
	tf.train.match_filenames_once("./images/*.jpg"))

	# Read an entire image file which is required since they're JPEGs, if the images
	# are too large they could be split in advance to smaller files or use the Fixed

sabirdvd / monokai-exteded.xml

Created March 30, 2017 16:12 — forked from LeoIannacone/monokai-exteded.xml

Monokai Extended - GtkSourceView Theme

	<?xml version="1.0" encoding="UTF-8"?>
	<!--
	Copyright (C) 2014 Leo Iannacone <[email protected]>

	This file was generated from a textmate theme named Monokai Extended
	with tm2gtksw2 tool. (Alexandre da Silva)

	This library is free software; you can redistribute it and/or
	modify it under the terms of the GNU Library General Public
	License as published by the Free Software Foundation; either

Ahmed Sabir sabirdvd