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Created sample for 'ApplyWordEmbedding' API. - #3142
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Codecov Report
@@ Coverage Diff @@## master #3142 +/- ##
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+ Coverage 72.52% 72.53% +0.01%
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Files 808 808 Lines 144665 144740 +75 Branches 16198 16202 +4 ==========================================
+ Hits 104912 104981 +69 - Misses 35342 35348 +6
Partials 4411 4411
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| var predictionEngine = mlContext.Model.CreatePredictionEngine<TextData, TransformedTextData>(textTransformer); | ||
| // Call the prediction API to convert the text into embedding vector. | ||
| var data = new TextData() { Text = "This is a greate product. I would like to buy it again." }; |
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greate [](start = 58, length = 6)
typo: great #Resolved
| { | ||
| file.WriteLine("This is custom file for 4 words with 3 dimensional word embedding vector. This first line in this file does not confirm to the '<word> <float> <float> <float>' pattern, and is therefore ignored"); | ||
| file.WriteLine("greate" + " " + string.Join(" ", 1.0f, 2.0f, 3.0f)); |
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greate [](start = 32, length = 6)
typo #Resolved
| { | ||
| file.WriteLine("This is custom file for 4 words with 3 dimensional word embedding vector. This first line in this file does not confirm to the '<word> <float> <float> <float>' pattern, and is therefore ignored"); | ||
| file.WriteLine("greate" + " " + string.Join(" ", 1.0f, 2.0f, 3.0f)); |
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"greate" + " " + string.Join(" ", 1.0f, 2.0f, 3.0f) [](start = 31, length = 51)
i think it's more readable to write this as "great 1.0 2.0 3.0"
and just add a comment above this line that the following three lines are in format.
It would also be cleaner to turn the line above to comments:
// Write a custom 3-dimensional word embedding vector with 4 words.
// The vectors follow ' ' pattern.
#Resolved
| /// <example> | ||
| /// <format type="text/markdown"> | ||
| /// <] |
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WordEmbeddingTransform [](start = 101, length = 22)
Should we delete this file WordEmbeddingTransform.cs which already has a sample for ApplyWordEmbedding ?
Or did we retain this file because its used for some other API sample ? #Closed
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| namespace Microsoft.ML.Samples.Dynamic | ||
| { | ||
| public static class ApplyCustomWordEmbedding |
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ApplyCustomWordEmbedding [](start = 24, length = 24)
is this sample used anywhere ? #Resolved
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Look at the overloaded version of ApplyWordEmbedding method in TextCatalog. It is referenced as an example there similar to other methods.
In reply to: 270986934 [](ancestors = 270986934)
| // Write a custom 3-dimensional word embedding model with 4 words. | ||
| // Each line follows '<word> <float> <float> <float>' pattern. | ||
| // Lines that do not confirm to the pattern are ignored. | ||
| var pathToCustomModel = @".\custommodel.txt"; |
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@".\custommodel.txt"; [](start = 36, length = 21)
would user reading the documentation get access to this file ? #Resolved
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I don't get you properly. This file is created once the sample executes. It is needed to pass on to the ApplyWordEmbedding method.
In reply to: 270987259 [](ancestors = 270987259)
zeahmed
commented
Apr 1, 2019
Thanks! |
Related to #1209.