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1. model_learns_and_tries-to_communicate_in_hindi model_learns_and_tries-to_communicate_in_hindi Public

   This model generates text in Hindi. The data used for training is from Kaggle. Some sentences may be meaningless but the prediction of word after word is done. Bidirectional LSTM is used in model a…

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2. Linear_Regression_Model Linear_Regression_Model Public

   This model predicts the price of a house in California State with respect to number of rooms. The data used for training and testing this model is from Kaggle | California Housing Data (1990) and t…

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3. Polynomial_Regression Polynomial_Regression Public

   This model predicts the house value afforded by a family in California based on their income. This model is trained using Linear Regression, Polynomial (Cubic) Regression and compares the error amo…

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4. Ridge_Regression Ridge_Regression Public

   This model trains according to the data and makes a Polynomial Regression curve of degree 16. The model is regularized using Ridge regression. It also compares the predicted values with original ou…

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5. Lasso_Regression Lasso_Regression Public

   This model trains according to the data and makes a Polynomial Regression curve of degree 16. The model is regularized using Lasso regression. It also compares the predicted values with original ou…

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6. ElasticNet_Regression ElasticNet_Regression Public

   This model trains according to the data and makes a Polynomial Regression curve of degree 16. The model is regularized using ElasticNet regression of l1_ratio 0.5. It also compares the predicted va…

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