collective/cdsc_reddit
18
0
Fork 0
Code Activity

support passing in list of tfidf vectors.

Browse Source 
Also lowercases included subreddits.
This commit is contained in:
Nate E TeBlunthuis
2021-04-26 11:16:28 -07:00
parent 003a48aea5
commit 806cfc948f
3 changed files with 20 additions and 16 deletions
Download Patch File Download Diff File Expand all files Collapse all files

12
similarities/cosine_similarities.py
View File

@@ -8,9 +8,9 @@ def cosine_similarities(infile, term_colname, outfile, min_df=None, max_df=None,
return similarities(infile=infile, simfunc=column_similarities, term_colname=term_colname, outfile=outfile, min_df=min_df, max_df=max_df, included_subreddits=included_subreddits, topN=topN, exclude_phrases=exclude_phrases,from_date=from_date, to_date=to_date, tfidf_colname=tfidf_colname)
def term_cosine_similarities(outfile, min_df=None, max_df=None, included_subreddits=None, topN=500, exclude_phrases=False, from_date=None, to_date=None):
def term_cosine_similarities(outfile, infile='/gscratch/comdata/output/reddit_similarity/tfidf/comment_terms_100k.parquet', min_df=None, max_df=None, included_subreddits=None, topN=500, exclude_phrases=False, from_date=None, to_date=None):
return cosine_similarities('/gscratch/comdata/output/reddit_similarity/tfidf/comment_terms_100k.parquet',
return cosine_similarities(infile,
'term',
outfile,
min_df,
@@ -22,8 +22,8 @@ def term_cosine_similarities(outfile, min_df=None, max_df=None, included_subredd
to_date
)
def author_cosine_similarities(outfile, min_df=2, max_df=None, included_subreddits=None, topN=10000, from_date=None, to_date=None):
return cosine_similarities('/gscratch/comdata/output/reddit_similarity/tfidf/comment_authors_100k.parquet',
def author_cosine_similarities(outfile, infile='/gscratch/comdata/output/reddit_similarity/tfidf/comment_authors_100k.parquet', min_df=2, max_df=None, included_subreddits=None, topN=10000, from_date=None, to_date=None):
return cosine_similarities(infile,
'author',
outfile,
min_df,
@@ -35,8 +35,8 @@ def author_cosine_similarities(outfile, min_df=2, max_df=None, included_subreddi
to_date=to_date
)
def author_tf_similarities(outfile, min_df=2, max_df=None, included_subreddits=None, topN=10000, from_date=None, to_date=None):
return cosine_similarities('/gscratch/comdata/output/reddit_similarity/tfidf/comment_authors_100k.parquet',
def author_tf_similarities(outfile, infile='/gscratch/comdata/output/reddit_similarity/tfidf/comment_authors_100k.parquet', min_df=2, max_df=None, included_subreddits=None, topN=10000, from_date=None, to_date=None):
return cosine_similarities(infile,
'author',
outfile,
min_df,