Add Basic Streamlit UI for the project about ml-project-drug-review-dataset

[Rakesh9100]

@SakshiRathi77 Do you want to be assigned?

[Rakesh9100]

I want you to work on the Streamlit GUI part as you mentioned and provide every functionalities and visualisations for user as well as developer.
You can leave the speed and accuracy part for now and focus on GUI.
Assigning you @SakshiRathi77 Proceed

[tushtithakur]

Hi, I would like to contribute. Please assign the task to me.

[ArunMaramraj]

i have created this issue to ask the mentor to assign me. You have to create your own issue

[Rakesh9100]

@ArunMaramraj Assigning you, Proceed

[ArunMaramraj]

Thank You! May i know the deadline for completion of the said issue?

[Rakesh9100]

@ArunMaramraj Update of your work pls

[SakshiRathi77]

Hello @Rakesh9100, Sakshi Rathi here.
I am ML enthusiast and exploring this domain. I would like to contribute to enhancing the speed and accuracy by adding another encoding to categorical values, normalizing, handling missing values in other ways and then providing GUI as streamlit code for the user as well as the developer.
Where the developer will be able to see charts, data visualizations, and all working functions, and at the user tab it will directly give prediction using our models with data abstraction.

[Rakesh9100]

@tushtithakur Would you like to be assigned?

[tushtithakur]

@Rakesh9100 Sure..I would like to contribute

[Rakesh9100]

Pls describe in brief what will you do in this issue @tushtithakur

[tushtithakur]

@Rakesh9100 Hi, I would initially split the data into 70% training and 30% test dataset. Then, I would perform data cleaning and optimize memory usage by utilizing pandas' astype function and sparse data structures. Evaluating the decode_html function's performance and exploring alternative strategies for missing value handling can improve efficiency. Additionally, exploring alternative feature encoding methods and implementing regularization techniques would enhance model performance and address overfitting. Accuracy and evaluation of the model would be conducted throughout the process.

[Rakesh9100]

Assigned you issue 11. Pls work on that @tushtithakur

[SakshiRathi77]

@SakshiRathi77 Do you want to be assigned?

Yes

[Rakesh9100]

Can you pls once brief the work you will do @SakshiRathi77

[SakshiRathi77]

AS i mentioned in above, with methods they have shared and streamlit for interface.

[jahnvisahni31]

I would like to work on this issue.
I have gone through the code base.✅
I understand the issue. ✅

[Rakesh9100]

Are you working? @SakshiRathi77

[Rakesh9100]

@jahnvisahni31 Do you want to work?

Yeah suree

[github-actions]

👋 @ArunMaramraj This issue is closed. Thank You!!