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Evgeniy e-orlov

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@natzir
natzir / cannibalization.ipynb
Last active November 24, 2023 14:47
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@pshapiro
pshapiro / metadesc.py
Created June 6, 2018 22:19
Use Text Summarization Algorithms to Help Aid the Writing of Meta Descriptions
import csv
import os
from sumy.parsers.html import HtmlParser
from sumy.parsers.plaintext import PlaintextParser
from sumy.nlp.tokenizers import Tokenizer
from sumy.summarizers.lsa import LsaSummarizer as Lsa
from sumy.summarizers.luhn import LuhnSummarizer as Luhn
from sumy.summarizers.text_rank import TextRankSummarizer as TxtRank
from sumy.summarizers.lex_rank import LexRankSummarizer as LexRank
from sumy.summarizers.sum_basic import SumBasicSummarizer as SumBasic
@pshapiro
pshapiro / internal-pagerank.r
Last active August 3, 2022 08:53
Modification to assign PR a value between 1 and 10
library(igraph)
map <- function(x, range = c(0,1), from.range=NA) {
if(any(is.na(from.range))) from.range <- range(x, na.rm=TRUE)
## check if all values are the same
if(!diff(from.range)) return(
matrix(mean(range), ncol=ncol(x), nrow=nrow(x),
dimnames = dimnames(x)))
## map to [0,1]