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Heat and cool load of a building predictor #155

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balbirs22 opened this issue Oct 18, 2024 · 0 comments · May be fixed by #165
Open

Heat and cool load of a building predictor #155

balbirs22 opened this issue Oct 18, 2024 · 0 comments · May be fixed by #165

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@balbirs22
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balbirs22 commented Oct 18, 2024

🔍 Problem Description:
I want to predict heat and cool load of a building which is really necessary while planning design of a building . It depends on several factors such as relative compactness area and some more

🧠 Model Description:
Our model will be based on randomforestclassifier and also will be enhanced by XGBoost
⏲️ Estimated Time for Completion:
It will take approximately a week for me to completely implement this
🎯 Expected Outcome:
After implementation we will be able to predict head and cooling load of a building
📄 Additional Context:
I will also implement ensemble learning

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  • What is your participant role? <!-- GSSoC 2024 extended contributor

Note:

  • Please review the project documentation and ensure your code aligns with the project structure.
  • Please ensure that either the predict.py file includes a properly implemented model_details() function or the notebook contains this function to print a detailed model report. The model will not be accepted without this function in place, as it is essential for generating the necessary model details.
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@github-project-automation github-project-automation bot moved this to In Progress in Predictive Calc Oct 18, 2024
@balbirs22 balbirs22 linked a pull request Oct 19, 2024 that will close this issue
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@github-project-automation github-project-automation bot moved this from In Progress to Done in Predictive Calc Oct 19, 2024
@balbirs22 balbirs22 reopened this Oct 19, 2024
@yashasvini121 yashasvini121 moved this from Done to In Progress in Predictive Calc Oct 20, 2024
@yashasvini121 yashasvini121 moved this from In Progress to In review in Predictive Calc Oct 20, 2024
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