Emotion Recognition in Text

abhisheks008 commented 9 months ago

ML-Crate Repository (Proposing new issue)

:red_circle: Project Title : Emotion Recognition in Text :red_circle: Aim : Develop a model that can analyze text data and classify the emotions expressed (e.g., happiness, sadness, anger). :red_circle: Dataset : http://multicomp.cs.cmu.edu/resources/emoreact-dataset/ :red_circle: Approach : Try to use 3-4 algorithms to implement the models and compare all the algorithms to find out the best fitted algorithm for the model by checking the accuracy scores. Also do not forget to do a exploratory data analysis before creating any model.

📍 Follow the Guidelines to Contribute in the Project :

You need to create a separate folder named as the Project Title.
Inside that folder, there will be four main components.
- Images - To store the required images.
- Dataset - To store the dataset or, information/source about the dataset.
- Model - To store the machine learning model you've created using the dataset.
- requirements.txt - This file will contain the required packages/libraries to run the project in other machines.
Inside the Model folder, the README.md file must be filled up properly, with proper visualizations and conclusions.

:red_circle::yellow_circle: Points to Note :

The issues will be assigned on a first come first serve basis, 1 Issue == 1 PR.
"Issue Title" and "PR Title should be the same. Include issue number along with it.
Follow Contributing Guidelines & Code of Conduct before start Contributing.

:white_check_mark: To be Mentioned while taking the issue :

Full name :
GitHub Profile Link :
Participant ID (If not, then put NA) :
Approach for this Project :
What is your participant role? (Mention the Open Source Program name. Eg. HRSoC, GSSoC, GSOC etc.)

Happy Contributing 🚀

All the best. Enjoy your open source journey ahead. 😎

SRUJANA2199 commented 8 months ago

Full name :A.Sai Srujana GitHub Profile Link :https://github.com/SRUJANA219 Participant ID (If not, then put NA) : Approach for this Project :using 3-4 algorithms to implement the models and compare all the algorithms to find out the best fitted algorithm for the model by checking the accuracy scores, doing a exploratory data analysis before creating any model. What is your participant role? kwoc

abhisheks008 commented 8 months ago

I can't assign issues on a deadline day, I believe developing a whole ML project is not a task of 12 hours. It needs to be reviewed and then the PR will merge. There is lots of possibility that this will not work on a deadline day.

If you want to contribute in this repository, you can register for JWOC or, IWOC. In both these events ML-Crate is going to participate. You can check out their websites for the registration.

SRUJANA2199 commented 8 months ago

Full name :A.Sai Srujana GitHub Profile Link :https://github.com/SRUJANA219 Participant ID (If not, then put NA) : Approach for this Project :using 3-4 algorithms to implement the models and compare all the algorithms to find out the best fitted algorithm for the model by checking the accuracy scores, doing a exploratory data analysis before creating any model. What is your participant role? iwoc