114 lines
2.6 KiB
Bash
Executable File
114 lines
2.6 KiB
Bash
Executable File
#!/bin/bash
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# 项目结构创建脚本
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# 用于创建文本分类系统的完整目录结构
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# 作者：AI助手
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# 日期：2023
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echo "开始创建项目结构..."
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# 创建配置目录和文件
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mkdir -p config
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touch config/__init__.py
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touch config/model_config.py
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touch config/system_config.py
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# 创建数据层目录和文件
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mkdir -p data/raw data/processed data/resources/stopwords data/resources/embeddings
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touch data/__init__.py
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touch data/dataloader.py
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touch data/data_manager.py
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touch data/dataset.py
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# 创建处理层目录和文件
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mkdir -p preprocessing
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touch preprocessing/__init__.py
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touch preprocessing/text_cleaner.py
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touch preprocessing/tokenization.py
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touch preprocessing/feature_extraction.py
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touch preprocessing/vectorizer.py
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touch preprocessing/data_augmentation.py
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# 创建模型层目录和文件
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mkdir -p models/layers
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touch models/__init__.py
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touch models/base_model.py
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touch models/cnn_model.py
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touch models/rnn_model.py
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touch models/transformer_model.py
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touch models/ensemble_model.py
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touch models/model_factory.py
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touch models/layers/__init__.py
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# 创建训练模块
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mkdir -p training
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touch training/__init__.py
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touch training/trainer.py
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touch training/optimizer.py
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touch training/callbacks.py
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touch training/scheduler.py
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# 创建评估模块
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mkdir -p evaluation
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touch evaluation/__init__.py
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touch evaluation/evaluator.py
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touch evaluation/metrics.py
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touch evaluation/visualization.py
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# 创建推理模块
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mkdir -p inference
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touch inference/__init__.py
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touch inference/predictor.py
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touch inference/batch_processor.py
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# 创建接口层
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mkdir -p interface/web/templates
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touch interface/__init__.py
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touch interface/cli.py
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touch interface/api.py
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touch interface/web/__init__.py
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touch interface/web/app.py
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touch interface/web/routes.py
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# 创建工具模块
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mkdir -p utils
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touch utils/__init__.py
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touch utils/logger.py
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touch utils/file_utils.py
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touch utils/time_utils.py
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touch utils/text_utils.py
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# 创建模型保存目录
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mkdir -p saved_models/tokenizers saved_models/classifiers
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# 创建测试目录
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mkdir -p tests
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touch tests/__init__.py
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touch tests/test_preprocessing.py
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touch tests/test_models.py
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touch tests/test_evaluation.py
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# 创建文档目录
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mkdir -p docs
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touch docs/architecture.md
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touch docs/api_reference.md
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touch docs/usage_guide.md
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# 创建脚本目录
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mkdir -p scripts
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touch scripts/train.py
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touch scripts/evaluate.py
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touch scripts/predict.py
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# 创建主要文件
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touch main.py
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touch requirements.txt
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touch setup.py
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touch README.md
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echo "项目结构创建完成!"
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echo "------------------------------"
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echo "目录结构概览:"
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find . -type d | sort
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echo "------------------------------"
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echo "文件总数: $(find . -type f | wc -l)"
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