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Niketkumardheeryan / ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
MIT License
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Add new ML model #579

Open Niketkumardheeryan opened 6 months ago

Niketkumardheeryan commented 6 months ago

You can add ml model to generate english words

Pranali3103 commented 6 months ago

@Niketkumardheeryan I would like to work on this issue , please assign me this issue

priyankaangane commented 6 months ago

Describe the solution you'd like Ans. I propose integrating an LSTM-based machine learning model to generate English words within the project. The approach involves:

  1. Data Collection: Gather a comprehensive dataset of English words and their contexts.
  2. Data Preprocessing: Tokenize the text into sequences suitable for LSTM input,char level
  3. Model Training:Train to predict next char
  4. API Integration(help needed)

Describe alternatives you've considered Ans.

  1. Manual Database or third party api

Additional context: I'm interested in contributing to this repository and believe that adding the capability to generate English words using an LSTM model would enhance its functionality. This feature aligns with my interests, and I'm excited to work on implementing it within the project.

ranamanish674zu commented 5 months ago

@Niketkumardheeryan sir , i want to work on it can you please assing it to me?