Week 6

Meeting 8

(July 21st, 2022)

GSOC 2022 weekly update

Attendees

• Katharina Ettinger
• Shaheem Azmal M MD
• Gaurav Mishra
• Ayush Bhardwaj
• Kaushlendra Pratap
• Vasudev Maduri
• Vivek Kumar
• Shruti Agarwal
• Sushant Kumar
• Rohit Pandey
• Krishna Mahato
• Soham Banerjee

Discussions

• This week I was wrapping up my all contributions till mid-term evaluation.

• Major Pull Requests:

  • Add agent for Logistic Regression model on atarashi

    • This pull requested was created for the Logistic Regression agent that I have implemented on atarashi. Currently the agent is giving the accuracy of 63 percent.

  • Add agent for Linear Support vector machine

    • This agent is also giving the accuracy of 63 percent. And the pull request for the same has been created on atarashi.

  • Add Okapibm25 agent

    • The agent for Okapibm25 is the very basic implementation. I have used Rank_bm25 package for transformation and the accuracy score is 62 percent.

  • Add model packages

    • This pull request was created for the package that I have created for trained models. The package can be used in atarashi agent for predicting the license short name from source code.

Conclusion and Further Plans

• Will start working further and train some deep learning model on minerva dataset