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Working guide for an LLM agent helping a social scientist run a topic-modeling analysis with the topica Python library — building a defensible corpus, choosing and justifying K, fitting a model, validating it, estimating covariate effects with honest…
原文语言：英语
End-to-end workflow for adding a new topic-modeling algorithm to the topica library (a Rust + PyO3 + numpy package). Use when a user asks to add, port, or implement a topic model (e.g. "add CTM-2", "port BTM", "implement an anchored model") into topica.…
原文语言：英语
Run a two-agent "sample user" usability audit of a topica model's end-to-end analysis workflow, from the seat of a first-time domain-expert researcher. Use when a user wants to evaluate how usable a model is in practice ("do a sample-user run on LDA",…
原文语言：英语