Laptop Price Predictor about dl-simplified HOT 23 OPEN

Please mention the all the details about the project @yashhibare7

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Details mentioned

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This is a deep learning project repository, we expect contributors will come up deep learning methods to solve the problem statements. Please modify your approach and come up again with the new approach by including deep learning methods in it.
@yashhibare7

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I would like to work on this project
Will you assign it to me ?

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@Im-Shivaprakash what are the deep learning models you are going to implement here?

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Full name : Shivaprakash S
GitHub Profile Link : https://github.com/Im-Shivaprakash
Email ID :[email protected]
Participant ID (if applicable):
Approach for this Project :I'll be using multilayer perceptron for this project since it is a linear regression problem
What is your participant role? I dont understand this question, Im new to open source project platform

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"I would like to work on this issue. Can you please assign it to me?"

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can you assign the issue to me or are there are any specific steps I should follow?

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Hi @namita0210 thanks for showing interest in this project repository. Can you please share your approach, what are the models you are going to use here and how you will solve this issue?

Looking forward to hear from you.

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Hi @namita0210 thanks for showing interest in this project repository. Can you please share your approach, what are the models you are going to use here and how you will solve this issue?

Looking forward to hear

I plan to use deep learning models for regression, such as feedforward neural networks, convolutional neural networks (CNNs), or recurrent neural networks (RNNs) to predict laptop prices based on features like CPU, RAM, storage, brand, etc followed by ensemble learning to have improved accuracies.

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Great approach. In which issue you wanna start working first?
@namita0210

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Hi @abhisheks008 .Please assign this issue to me.I have worked on a similar problem predicting house prices before.

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Hi @YashSachan2 can you please share your approach for solving this issue?

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Can you kindly assign this to me?

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Hi @Dhruv127 can you please share your approach for solving this issue?

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Full name : Onkar Viralekar
GitHub Profile Link : https://github.com/onkar-1432
Email ID :[email protected]
Participant ID (if applicable):
Approach for this Project :I'll be using https://www.kaggle.com/datasets/muhammetvarl/laptop-price these dataset and firstly do some EDA then will go for data cleaning and preprocessing. As these is regression problem will go with different algorithms like linear, random forest, gradient boosting regression first. If the results are satisfactory then will compare the results by using R-squared metric. Else will go for advance method like KNN regression and XGB with optuna for efficient hyper parameter optimization. Will update you if I find something new in it.
What is your participant role? Codepeak23 participant

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Try to use CNN/ANN in it. Issue assigned to you @onkar-1432

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@abhisheks008 i want to continue this issue for SWOC24. Please allow me to continue. I am just about to complete these issue.

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You are also part of the SWOC event? 😄

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Yes exploring and participating in all open source events 😄

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Issue assigned to you @onkar-1432

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@abhisheks008 created PR for these issue.

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