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How to compute the similarity between two text documents?

... package, computing cosine similarities is as easy as from sklearn.feature_extraction.text import TfidfVectorizer documents = [open(f) for f in text_files] tfidf = TfidfVectorizer().fit_transform(documents) # no need to normalize, since Vectorizer will return normalized tf-idf pairwise_similarity ...
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What exactly does git's “rebase --preserve-merges” do (and why?)

...B --not $(git merge-base --all A B) Replay the commits: Create a branch B_new, on which to replay our commits. Switch to B_new (i.e. "git checkout B_new") Proceeding parents-before-children (--topo-order), replay each commit c in C on top of B_new: If it's a non-merge commit, cherry-pick a...
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java.sql.SQLException: Incorrect string value: '\xF0\x9F\x91\xBD\xF0\x9F…'

...se 4-byte UTF8 with Connector/J configure the MySQL server with character_set_server=utf8mb4. Connector/J will then use that setting as long as characterEncoding has not been set in the connection string. This is equivalent to autodetection of the character set. Adjust your columns and datab...
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Make a URL-encoded POST request using `http.NewRequest(…)`

...alues{} data.Set("name", "foo") data.Set("surname", "bar") u, _ := url.ParseRequestURI(apiUrl) u.Path = resource urlStr := u.String() // "https://api.com/user/" client := &http.Client{} r, _ := http.NewRequest(http.MethodPost, urlStr, strings.NewReader(data.Encode()...
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Why unsigned integer is not available in PostgreSQL?

...l.org/docs/9.4/static/sql-createdomain.html CREATE DOMAIN name [ AS ] data_type [ COLLATE collation ] [ DEFAULT expression ] [ constraint [ ... ] ] where constraint is: [ CONSTRAINT constraint_name ] { NOT NULL | NULL | CHECK (expression) } Domain is like a type but with an addition...
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Select unique or distinct values from a list in UNIX shell script

...ile)}" tar more than one word gz java class Or you can use AWK: % awk '!_[$0]++' infile tar more than one word gz java class share | improve this answer | follow ...
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How to count certain elements in array?

... for laughs: alert(eval('('+my_array.join('==2)+(')+'==2)')) jsfiddle.net/gaby_de_wilde/gujbmych – user40521 Jan 7 '16 at 19:29 34 ...
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Should one call .close() on HttpServletResponse.getOutputStream()/.getWriter()?

...f it not closed. public void close() throws IOException { if (_closed) return; if (!isIncluding() && !_generator.isCommitted()) commitResponse(HttpGenerator.LAST); else flushResponse(); super.close(); } Also as ...
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Instance variables vs. class variables in Python

...test: import timeit setup=''' XGLOBAL= 5 class A: xclass = 5 def __init__(self): self.xinstance = 5 def f1(self): xlocal = 5 x = self.xinstance def f2(self): xlocal = 5 x = A.xclass def f3(self): xlocal = 5 x = XGLOBAL ...
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Determine Whether Two Date Ranges Overlap

... Proof: Let ConditionA Mean that DateRange A Completely After DateRange B _ |---- DateRange A ------| |---Date Range B -----| _ (True if StartA > EndB) Let ConditionB Mean that DateRange A is Completely Before DateRange B |---- DateRange A ...