Ruchika Sonagote

Hello Everyone, As GSoC'24 comes to a close, I'm thrilled to share that I've completed all the planned tasks for my project. Over the past few months, I've not only learned a tremendous amount but also contributed significantly to the development of key features that will enhance our toolkit. Completing this project has been an immensely rewarding experience. I'm excited about the impact these new features will have on the community. My pull request has been merged, marking the successful completion of my GSoC'24 journey. Thank you to everyone who has followed my progress and supported me along the way. This journey has been a remarkable learning experience, and I'm grateful for the opportunity to contribute to such a meaningful project. Thank you.

Hello Everyone, I'm excited to share the latest developments in my project. Over the past few weeks, I've made significant strides. Here's a summary of what's been happening: I've successfully developed the 'ClassificationGAM' class, which introduces generalized additive models (GAMs) to our toolkit. GAMs are instrumental in capturing non-linear relationships between features and the target variables, offering a powerful alternative to linear models. The 'ClassificationGAM' class I implemented uses gradient boosting with spline fitting as the base learner, enabling the model to effectively capture complex patterns in the data. I'm currently working on the 'predict' method, allowing the model to make accurate predictions based on the learned relationships. After completing the 'predict' method for 'ClassificationGAM', I will focus on adding documentation for the 'ClassificationDiscriminant' class's fit method an...