Individual skill
big-data-labeling-variable-construction
Route text-labeling requests across LDA topic modeling, sklearn baselines, pretrained transformer models, and OpenAI-compatible LLM labeling. First inspect the dataset and infer columns/defaults automatically, then wait for explicit user confirmation before execution.
零基础教学包/10_完整功能Skills库/05_文本挖掘与NLP Skills/big-data-labeling-variable-construction/SKILL.md
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- Not checked yet
- Last checked
- Nov 4, 2026
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- 175
- Repository last updated
- May 19, 2026
- License
- NOASSERTION
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SKILL.mdcore · 4,858 bytesSKILL.mdcore · 4,858 bytesSKILL.mdcore · 4,858 bytesSKILL.mdcore · 4,858 bytesSKILL.mdcore · 4,858 bytesSKILL.mdcore · 4,858 bytesSKILL.mdcore · 4,858 bytesSKILL.mdcore · 4,858 bytesSKILL.mdcore · 4,858 bytesagents/openai.yamlasset · 288 bytesassets/sample_labeled_text_dataset.csvasset · 1,359 bytesassets/sample_text_dataset.csvasset · 433 bytesassets/sample_topic_corpus.csvasset · 1,467 bytesscripts/bert_labeling.pyruns · 301 bytesscripts/build_empirical_variables.pyruns · 5,316 bytesscripts/check_pretrained_env.pyruns · 2,022 bytesscripts/diagnose_torch_runtime.pyruns · 261 bytesscripts/ernie_labeling.pyruns · 304 bytesscripts/labeling_common.pyruns · 4,069 bytesscripts/labeling_workflow.pyruns · 4,964 bytesscripts/lda_topic_model.pyruns · 9,609 bytesscripts/openai_llm_labeling.pyruns · 3,912 bytesscripts/prepare_labeling_plan.pyruns · 6,475 bytesscripts/requirements.txtdoc · 123 bytesscripts/sklearn_knn_labeling.pyruns · 439 bytesscripts/sklearn_labeling_common.pyruns · 5,755 bytesscripts/sklearn_random_forest_labeling.pyruns · 534 bytesscripts/sklearn_sgd_labeling.pyruns · 561 bytesscripts/sklearn_svm_labeling.pyruns · 393 bytesscripts/topic_modeling_utils.pyruns · 7,490 bytesscripts/transformer_labeling_common.pyruns · 11,089 bytes
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