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📃: Integration of TF-IDF and Word2Vec for Enhanced Text Analysis in NLP/Algorithms #73

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UTSAVS26 opened this issue Jul 19, 2024 · 2 comments · Fixed by #75
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📃: Integration of TF-IDF and Word2Vec for Enhanced Text Analysis in NLP/Algorithms #73

UTSAVS26 opened this issue Jul 19, 2024 · 2 comments · Fixed by #75
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Assigned 💻 Issue has been assigned to a contributor Code Addition 🤖 Addition of new code or program or model. Intermediate Intermediate level issues/pull requests NLP This comes under the `NLP` directory SSOC These issue/pull request will be considered for SSOC'24
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NLP Directory Lis...

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@UTSAVS26
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🔴 Title: Enhancing Text Analysis with Advanced Algorithms

🔴 Aim: To improve text analysis and natural language processing by incorporating TF-IDF and Word2Vec algorithms.

🔴 Brief Explanation: This update aims to enhance text analysis capabilities by integrating two powerful algorithms: TF-IDF (Term Frequency-Inverse Document Frequency) and Word2Vec. TF-IDF helps in identifying important words in a document relative to the entire corpus, while Word2Vec captures semantic meanings of words through vector representations.

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✅ To be Mentioned while taking the issue :

  • Full name : Utsav Singhal
  • What is your participant role? (Mention the Open Source Program name. Eg. GSOC, GSSOC, SSOC, JWOC, etc.): SSOC

Happy Contributing 🚀

All the best. Enjoy your open source journey ahead. 😎
@UTSAVS26 UTSAVS26 added the Up-for-Grabs ✋ Issues are open to the contributors to be assigned label Jul 19, 2024
@Avdhesh-Varshney
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@UTSAVS26 go ahead.

@Avdhesh-Varshney Avdhesh-Varshney added Assigned 💻 Issue has been assigned to a contributor SSOC These issue/pull request will be considered for SSOC'24 Intermediate Intermediate level issues/pull requests NLP This comes under the `NLP` directory and removed Up-for-Grabs ✋ Issues are open to the contributors to be assigned labels Jul 21, 2024
@Avdhesh-Varshney Avdhesh-Varshney added the Code Addition 🤖 Addition of new code or program or model. label Jul 21, 2024
@UTSAVS26 UTSAVS26 mentioned this issue Jul 21, 2024
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@Avdhesh-Varshney Here's the pull request for this issue raised #75, please review it.

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Assigned 💻 Issue has been assigned to a contributor Code Addition 🤖 Addition of new code or program or model. Intermediate Intermediate level issues/pull requests NLP This comes under the `NLP` directory SSOC These issue/pull request will be considered for SSOC'24
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Enhancing Text Analysis with Advanced Algorithms UTSAVS26/AI-Code
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@Avdhesh-Varshney @UTSAVS26