I'm not a Data Scientist but have been super intrigued with causal inference off late, so I made a Claude skill to simplify the modelling and experimentation process.
You upload your dataset to Claude (Opus) and this skill picks your brain for your domain knowledge about the dataset and comes up with a causal dag that you can iterate through. It then runs the data through a number of classical statistics, ML and newer transformer models to come up with outcomes. And it finally creates a html report to help you understand the results.
You upload your dataset to Claude (Opus) and this skill picks your brain for your domain knowledge about the dataset and comes up with a causal dag that you can iterate through. It then runs the data through a number of classical statistics, ML and newer transformer models to come up with outcomes. And it finally creates a html report to help you understand the results.