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How to calculate the sentence similarity using word2vec model of gensim with python

...similarity between vectors: import numpy as np from scipy import spatial index2word_set = set(model.wv.index2word) def avg_feature_vector(sentence, model, num_features, index2word_set): words = sentence.split() feature_vec = np.zeros((num_features, ), dtype='float32') n_words = 0 ...
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Changing names of parameterized tests

...estring is a string, which can have the following special placeholders: {index} - the index of this set of arguments. The default namestring is {index}. {0} - the first parameter value from this invocation of the test. {1} - the second parameter value and so on The final name of the test will b...
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How do I combine two data frames?

...elieve you can use the append method bigdata = data1.append(data2, ignore_index=True) to keep their indexes just dont use the ignore_index keyword ... share | improve this answer | ...
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Enforcing the type of the indexed members of a Typescript object?

... number is also allowed as an indexing type – Ryan Cavanaugh Nov 12 '12 at 17:15 3 ...
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What is the difference between named and positional parameters in Dart?

...tHttpUrl with or without the third parameter. getHttpUrl('example.com', '/index.html', 8080); // port == 8080 getHttpUrl('example.com', '/index.html'); // port == 80 You can specify multiple positional parameters for a function: getHttpUrl(String server, String path, [int port=80, int numR...
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Declaring array of objects

...ou can write a small utility function: function getDefaultObjectAt(array, index) { return array[index] = array[index] || {}; } Then use it like this: var sample = []; var obj = getDefaultObjectAt(sample, 0); // {} returned and stored at index 0. Or even: getDefaultObjectAt(sample, 1)....
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How to check if an array value exists?

..."; } /**++++++++++++++++++++++++++++++++++++++++++++++ * 2. example with index array using in_array * * IMPORTANT NOTE: in_array is case-sensitive * in_array — Checks if a value exists in an array * * DOES NOT WORK FOR MULTI-DIMENSIONAL ARRAY *++++++++++++++++++++++++++++++++++++++++++++++...
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How to stop a JavaScript for loop?

...ript, you use break: var remSize = [], szString, remData, remIndex, i; /* ...I assume there's code here putting entries in `remSize` and assigning something to `remData`... */ remIndex = -1; // Set a default if we don't find it for (i = 0; i < remSize.length; i++) { ...
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Best way to initialize (empty) array in PHP

...tax for appending to an array is simply a way of telling PHP to assign the indexes to each value automatically, rather than YOU assigning the indexes. Under the covers, PHP is actually doing this: $myArray[0] = "tree"; $myArray[1] = "house"; $myArray[2] = "dog"; You can assign indexes yourself if...
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Why doesn't Git ignore my specified file?

... need to also do a git add . after git rm --cached to properly rebuild the index. – Cooper Jan 5 '14 at 17:59 ...