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Modification of word embedding technique from Tf-Idf to Word2Vec #48

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3 tasks done
Juhibhojani opened this issue May 24, 2023 · 3 comments · Fixed by #74
Closed
3 tasks done

Modification of word embedding technique from Tf-Idf to Word2Vec #48

Juhibhojani opened this issue May 24, 2023 · 3 comments · Fixed by #74
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@Juhibhojani
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enhancement ✨ New feature or request gssoc23 GSSoC2k23 accepted level3 GSSoC2k23 Level-3 Task -- 45 Points

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@Juhibhojani
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I want to apply word2vec embedding technique and observe the corresponding change in accuracy. Along with it, I want to apply GridSearchCV to see if it improves accuracy of the already applied algorithm

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@Juhibhojani Juhibhojani reopened this May 24, 2023
@Rakesh9100
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Assigning you @Juhibhojani
But make sure similar issues are opened before, if your codebase and accuracy comes good then will merge for sure.

@Rakesh9100 Rakesh9100 added the gssoc23 GSSoC2k23 accepted label May 24, 2023
@Juhibhojani
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I might need a day more to apply the word2vec embedding technique as mentioned above, I have successfully converted each sentence into a vector, but it is saved in list format in data frame, which i have to convert into different columns for giving it to ML models as input

@Rakesh9100
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Okay

@Juhibhojani Juhibhojani mentioned this issue May 30, 2023
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@Rakesh9100 Rakesh9100 added enhancement ✨ New feature or request level3 GSSoC2k23 Level-3 Task -- 45 Points labels Jun 9, 2023
@Rakesh9100 Rakesh9100 changed the title Modification of embedding technique and Applying GridSearchCV Modification of word embedding technique from Tf-Idf to Word2Vec Feb 24, 2024
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@Juhibhojani Juhibhojani

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enhancement ✨ New feature or request gssoc23 GSSoC2k23 accepted level3 GSSoC2k23 Level-3 Task -- 45 Points
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Changed word embedding technique from Tf-Idf to Word2Vec Juhibhojani/ML-Project-Drug-Review-Dataset
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@Rakesh9100 @Juhibhojani