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natural-language-toolkit

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Machine Learning approach to Bengali Corpus POS (Parts of Speech) Tagging using BNLP (Bengali Natural Language Processing) Toolkit. This is the Minor Project Presentation at Heritage Institute of Technology under the mentorship of Prof. Sandipan Ganguly.

  • Updated May 5, 2024
  • Jupyter Notebook

I leveraged an algorithmic approach for document classification and document clustering. Various models have been trained for document classification and they all have been evaluated using performance metrics followed by tuning of the model hyper-parameters to reach the most accurate classification. Additionally, a model has been trained for doc…

  • Updated Jul 8, 2022
  • Jupyter Notebook

Mindalism is a web application that enables the user to transcribe their thoughts onto our digital journals through the power of Speech-to-Text capabilities. We not only enable them to record their thoughts, experiences, and feelings, but we catalog the history so users can revisit memories, and receive AI-generated summaries and analytics

  • Updated Jan 30, 2023
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