/Annvi-classifier

Malayalam Gender Classifier - Using Machine Learning to Predict Gender of Individuals using their name

Primary LanguageJupyter NotebookMIT LicenseMIT

Malayalam-Gender-Classification

We use Malayalam name dataset to Classify Gender of Individuals using their name using Machine Learning. In Malayalam, there is'nt any dataset for this task, so we need to prepare the data before training the model. However I have made a baseline code using a very small dataset which I have created manually.

Link to project walkthrough

[link to video]

How it Works ?

This is basically a Text Classification task in Malayalam. According to huggingface documentation:

 Text Classification is the task of assigning a label or class to a given text. Some use cases 
 are sentiment analysis, natural language inference, and assessing grammatical correctness. 

Technologies and Libraries used

  • Libraries Version
    Numpy
    Pandas
    Scikit-learn

How to Run

  • You can use Google Colab to get started quikly.
  • You can also setup jupyter notebook in your local system using anaconda

Improvements Required

Include new features, update, bug fixes for the project

Maintainers

  • Contributors in the project

    SR no Description
    1 Abdul Adhil PK