[R] Tools for running baselines

In my experience, implementing research is the worst part of research. Not only is there a lack of compute at universities and debugging ML code is hard, there's no standard for implementing baselines/other people's experiments. Some papers never release their full codebase and instructions to reproduce results, and even if 2 papers evaluate on the same dataset, their data-wrangling/model code could be totally different. I end up spending weeks just getting everything to work together. Evaluating on new datasets is …

code codebase compute debugging experience machinelearning papers part people release research running standard tools universities