完成作业
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260430+2509165020/测试结果.xlsx
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260430+2509165020/测试结果.xlsx
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__pycache__/config.cpython-38.pyc
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__pycache__/config.cpython-38.pyc
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__pycache__/dataset.cpython-38.pyc
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__pycache__/model_numpy.cpython-38.pyc
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__pycache__/train.cpython-38.pyc
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__pycache__/train.cpython-38.pyc
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@@ -13,13 +13,13 @@ MAX_SEQ_LEN = 100 # 句子最大长度(词数)
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VECTORIZER_TYPE = 'tfidf' # 'tfidf' 或 'bow'(向量化方式)
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VECTORIZER_TYPE = 'tfidf' # 'tfidf' 或 'bow'(向量化方式)
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# ==================== 模型相关 ====================
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# ==================== 模型相关 ====================
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MODEL_TYPE = 'mlp' # 'mlp' 或 'lr'(模型类型)
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MODEL_TYPE = 'lr' # 'mlp' 或 'lr'(模型类型)
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HIDDEN_SIZE = 64 # MLP隐藏层大小(LR忽略)
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HIDDEN_SIZE = 64 # MLP隐藏层大小(LR忽略)
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NUM_CLASSES = 2 # 类别数(正面/负面二分类)
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NUM_CLASSES = 2 # 类别数(正面/负面二分类)
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KEEP_PROB = 1.0 # Dropout保留概率(LR忽略,设为1即可)
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KEEP_PROB = 1.0 # Dropout保留概——0.06率(LR忽略,设为1即可)
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# ==================== 训练相关 ====================
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# ==================== 训练相关 ====================
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LEARNING_RATE = 0.05 # 学习率
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LEARNING_RATE = 0.08 # 学习率
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NUM_EPOCHS = 100 # 训练轮数
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NUM_EPOCHS = 100 # 训练轮数
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BATCH_SIZE = 64 # 批次大小
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BATCH_SIZE = 64 # 批次大小
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@@ -8,7 +8,7 @@
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程序会:
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程序会:
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1. 列出已保存的模型
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1. 列出已保存的模型
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2. 让学生选择模型
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2. 让学生选择模型
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3. 加载模型和向量化器
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3. 加载模型和向量化器2
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4. 学生输入文本,实时预测情感
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4. 学生输入文本,实时预测情感
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"""
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"""
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