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.gitignore		.gitignore
Decision Tree feature_importance.png		Decision Tree feature_importance.png
Python001-Python中给函数添加元信息.ipynb		Python001-Python中给函数添加元信息.ipynb
Python002-使用枚举类.ipynb		Python002-使用枚举类.ipynb
Python003-Python3中常见内置函数.ipynb		Python003-Python3中常见内置函数.ipynb
Python0031-时间序列特征构建.ipynb		Python0031-时间序列特征构建.ipynb
Python004-pkuseg-python：一个高准确度的中文分词工具包.ipynb		Python004-pkuseg-python：一个高准确度的中文分词工具包.ipynb
Python005-提取字符串中文字符.ipynb		Python005-提取字符串中文字符.ipynb
Python006-scikit-learn实现文本多分类.ipynb		Python006-scikit-learn实现文本多分类.ipynb
Python007-Facebook Prophet预测工具的入门.ipynb		Python007-Facebook Prophet预测工具的入门.ipynb
Python008-Pandas GroupBy 使用教程.ipynb		Python008-Pandas GroupBy 使用教程.ipynb
Python009-python函数参数单引号和双引号的使用.ipynb		Python009-python函数参数单引号和双引号的使用.ipynb
Python010-Pandas合并两个dataframe.ipynb		Python010-Pandas合并两个dataframe.ipynb
Python011-TensorFlow实现交通信号识别.ipynb		Python011-TensorFlow实现交通信号识别.ipynb
Python012-Microsoft的InterpretM可解释性机器学习模型.ipynb		Python012-Microsoft的InterpretM可解释性机器学习模型.ipynb
Python013-利用doc2vec计算文本相似度.ipynb		Python013-利用doc2vec计算文本相似度.ipynb
Python014-TextRNN实验过程.ipynb		Python014-TextRNN实验过程.ipynb
Python015-GAN对抗网络入门教程.ipynb		Python015-GAN对抗网络入门教程.ipynb
Python016-利用Paddle实现NER识别（BiGRU+CRF）.ipynb		Python016-利用Paddle实现NER识别（BiGRU+CRF）.ipynb
Python017-【转载】了解智教授.ipynb		Python017-【转载】了解智教授.ipynb
Python018-pandas的loc使用.ipynb		Python018-pandas的loc使用.ipynb
Python019-异常检测算法IsolationForest.ipynb		Python019-异常检测算法IsolationForest.ipynb
Python020-Gensim使用指南.ipynb		Python020-Gensim使用指南.ipynb
Python021-Stacking模型融合.ipynb		Python021-Stacking模型融合.ipynb
Python022-gplearn构造特征.ipynb		Python022-gplearn构造特征.ipynb
Python023-Keras实现MNIST图像分类.ipynb		Python023-Keras实现MNIST图像分类.ipynb
Python024-Keras flow_from_dataframe教程.ipynb		Python024-Keras flow_from_dataframe教程.ipynb
Python025-Keras图像预处理工具.ipynb		Python025-Keras图像预处理工具.ipynb
Python026-NumPy和Pandas使用指南.ipynb		Python026-NumPy和Pandas使用指南.ipynb
Python027-AutoGluon的使用.ipynb		Python027-AutoGluon的使用.ipynb
Python028-Datawhale 零基础入门CV赛事-Task1 赛题理解.ipynb		Python028-Datawhale 零基础入门CV赛事-Task1 赛题理解.ipynb
Python029- hyperas调参工具的使用.ipynb		Python029- hyperas调参工具的使用.ipynb
Python029-长文总结：时间序列分类的实践指南.ipynb		Python029-长文总结：时间序列分类的实践指南.ipynb
Python030-TF2中的Estimator 使用.ipynb		Python030-TF2中的Estimator 使用.ipynb
Python031-Networkx查找两个节点的路径.ipynb		Python031-Networkx查找两个节点的路径.ipynb
Python032-TensorFlow2高级应用.ipynb		Python032-TensorFlow2高级应用.ipynb
Python033-Pyecharts教程.ipynb		Python033-Pyecharts教程.ipynb
Python034-使用Flask构建RESTful .ipynb		Python034-使用Flask构建RESTful .ipynb
Python035-音频处理库—librosa的安装与使用.ipynb		Python035-音频处理库—librosa的安装与使用.ipynb
Python036-使用opencv填充图片.ipynb		Python036-使用opencv填充图片.ipynb
Python037-Partial Dependence Plots特征重要性.ipynb		Python037-Partial Dependence Plots特征重要性.ipynb
Python038-基于LSTM的美国大选的新闻真假分类【NLP 新年开胃菜】.ipynb		Python038-基于LSTM的美国大选的新闻真假分类【NLP 新年开胃菜】.ipynb
Python039-教程：如何直接从可视化CNN layers中的特征.ipynb		Python039-教程：如何直接从可视化CNN layers中的特征.ipynb
Python040-Graph4NLP 安装与使用.ipynb		Python040-Graph4NLP 安装与使用.ipynb
Python041-DGL实战：图、节点和边创建与运算.ipynb		Python041-DGL实战：图、节点和边创建与运算.ipynb
Python042-DGL实战：Graph分类教程.ipynb		Python042-DGL实战：Graph分类教程.ipynb
Python043-基于VGG进行天气识别.ipynb		Python043-基于VGG进行天气识别.ipynb
Python044-医疗影像的Python利器：PyDicom.ipynb		Python044-医疗影像的Python利器：PyDicom.ipynb
README.md		README.md

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