Hao He

Implements Bonacich power centrality (networkx#7078)

2

This PR is a fairly straightforward implementation of Bonacich power centrality (networkx#7078), following what is implemented in R `igraph`, but additionally considers edge weights. I have checked that the R...

Outdated Documentation on How to Run and Deploy GFI-Bot

2

Currently, all documentation is severely outdated regarding collecting data, training models, understanding the code structure, and deploy the backend & frontend. My proposal is to create a separate `DEVELOPMENT.md` in...

Enable More Transparency in Model Training

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We need to show more information in frontend about the model training and evaluation results to users, showing: * performance of each project, trained on what kind of dataset (aggregated...

Add Explainations Somewhere to the Current GFI-Bot LOGO

2

The current GFI-Bot logo is designed by Haonan Su. It currently looks good, but, in my opinion, its meaning is not obvious to others interested in our project. Maybe it...

Improvements to the Panel of each Repository

1

* GFI => Good First Issues. It is non-intuitive for users to understand this abbreviation * Add more repository statistics (# of stars, contributors, and forks) so that the users...

Improve the "Sort By" and "Tag" Options in Frontend

2

* In the current frontend of GFI-Bot, all repositories are sorted by the order in MongoDB database by default. This does not make sense to end users. It may be...

A Systematic Evaluation of The Trained ML Model

2

To align with the requirements of a research paper, the following evaluations need to be conducted: 1. Comparison with alternative models (LightGBM, Logistic Regression, SVM, DNN, and Random Forest) 2....

With the revisions in #32 , it does not make sense to include the current information on the per-issue page. Ideally, a user should be able to absorb more information...