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## 算子目录 - [1. 转换算子](#1-转换算子) - [1.1 llava转换算子](#11-llava转换算子) - [1.1.1 llava_convert](#111-llava_convert) - [2. 过滤算子](#2-过滤算子) - [2.1 基础过滤算子](#21-基础过滤算子) - [2.1.1 valid_data_filter](#211-valid_data_filter) - [2.1.1.1 image_compliance_operator](#2111-image_compliance_operator) - [2.1.1.2 conversation_compliance_operator](#2112-conversation_compliance_operator) - [2.2 文本过滤算子](#22-文本过滤算子) - [2.2.1 conversation_length_filter](#221-conversation_length_filter) - [2.2.2 average_line_length_filter](#222-average_line_length_filter) - [2.2.3 maximum_line_length_filter](#223-maximum_line_length_filter) - [2.2.4 conversation_percentage_filter](#224-conversation_percentage_filter) - [2.2.5 token_num_filter](#225-token_num_filter) - [2.2.6 alphanumeric_ratio_filter](#226-alphanumeric_ratio_filter) - [2.2.7 stopwords_ratio_filter](#227-stopwords_ratio_filter) - [2.2.8 special_characters_filter](#228-special_characters_filter) - [2.2.9 language_id_filter](#229-language_id_filter) - [2.2.10 text_action_filter](#2210-text_action_filter) - [2.2.11 text_entity_dependency_filter](#2211-text_entity_dependency_filter) - [2.2.12 char_ngram_repetition_filter](#2212-char_ngram_repetition_filter) - [2.2.13 word_ngram_repetition_filter](#2213-word_ngram_repetition_filter) - [2.2.14 conversation_hash_filter](#2214-conversation_hash_filter) - [2.2.14.1 simhash_duplicate_operator](#22141-simhash_duplicate_operator) - [2.2.14.2 minhash_duplicate_operator](#22142-minhash_duplicate_operator) - [2.2.15 llm_judge_filter](#2215-llm_judge_filter) - [2.3 图像过滤算子](#23-图像过滤算子) - [2.3.1 image_filesize_filter](#231-image_filesize_filter) - [2.3.2 image_ration_filter](#232-image_ration_filter) - [2.3.3 image_resolution_filter](#233-image_resolution_filter) - [2.3.4 image_hash_filter](#234-image_hash_filter) - [2.4 图文过滤算子](#24-图文过滤算子) - [2.4.1 image_clip_filter](#241-image_clip_filter) - [3. 分析算子](#3-分析算子) - [3.1 基础分析算子](#31-基础分析算子) - [3.1.1 base_analysis_pipeline](#311-base_analysis_pipeline) - [3.1.1.1 analyze_dataset_statistics](#3111-analyze_dataset_statistics) - [3.1.1.2 analyze_language_distribution](#3112-analyze_language_distribution) - [3.1.1.3 analyze_image_paths](#3113-analyze_image_paths) - [3.1.1.4 analyze_data_anomalies](#3114-analyze_data_anomalies) - [3.1.1.5 analyze_conversation_tokens](#3115-analyze_conversation_tokens) - [3.2 进阶分析算子](#32-进阶分析算子) - [3.2.1 description_analysis](#321-description_analysis) - [3.2.2 quality_analysis](#322-quality_analysis) - [4. 可视化算子](#4-可视化算子) - [4.1 lda可视化算子](#41-lda可视化算子) - [4.1.1 lda_topic_clustering](#411-lda_topic_clustering) - [5. 生成算子](#5-生成算子) - [5.1 多模态生成算子](#51-多模态生成算子) - [5.1.1 generate_qna_for_images](#511-generate_qna_for_images) --- - #1055
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