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This PR aims to add basic Weights and Biases Metric Logging by appending to the existing codebase with minimal changes while supporting Checkpoint uploads as Weights and Biases Artifacts.
Wherever needed, I have used the existing Weights and Biases integrations viz. LightGBM and XGBoost.
I have validated the performance of all the proposed runs by running 150+ runs, which can be viewed on this project page and in detail in an accompanying blog post.