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Title: GitHub - aialgorithm/Blog: Python机器学习算法技术博客，有原创干货！有code实践！【更多内容敬请关注公众号 "算法进阶"】

Open Graph Title: GitHub - aialgorithm/Blog: Python机器学习算法技术博客，有原创干货！有code实践！【更多内容敬请关注公众号 "算法进阶"】

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Description: Python机器学习算法技术博客，有原创干货！有code实践！【更多内容敬请关注公众号 "算法进阶"】 - aialgorithm/Blog

Open Graph Description: Python机器学习算法技术博客，有原创干货！有code实践！【更多内容敬请关注公众号 "算法进阶"】 - aialgorithm/Blog

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资源	https://github.com/aialgorithm/AiPy
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代码	https://github.com/aialgorithm/Blog/tree/master/projects/%E5%85%A8%E9%9D%A2%E8%A7%A3%E6%9E%90%E9%80%BB%E8%BE%91%E5%9B%9E%E5%BD%92%E6%A8%A1%E5%9E%8B%E5%8F%8A%E5%AE%9E%E7%8E%B0(Python)
《逻辑回归优化技巧总结(全)》	https://github.com/aialgorithm/Blog/issues/34
代码	https://github.com/aialgorithm/Blog/tree/master/projects/%E9%80%BB%E8%BE%91%E5%9B%9E%E5%BD%92%E4%BC%98%E5%8C%96%E6%8A%80%E5%B7%A7%E6%80%BB%E7%BB%93(%E5%85%A8)
《全面归纳距离和相似度方法(7种)》	https://github.com/aialgorithm/Blog/issues/36
《深入理解KNN扩展到ANN)》	https://github.com/aialgorithm/Blog/issues/38
代码	https://github.com/aialgorithm/Blog/tree/master/projects/%E6%B7%B1%E5%85%A5%E7%90%86%E8%A7%A3KNN%E6%89%A9%E5%B1%95%E5%88%B0ANN
《从深度学习到深度森林方法（Python）》	https://github.com/aialgorithm/Blog/issues/38
代码	https://github.com/aialgorithm/Blog/tree/master/projects/%E6%B7%B1%E5%BA%A6%E6%A3%AE%E6%9E%97%E9%A2%84%E6%B5%8B
《一篇白话机器学习概念》	https://github.com/aialgorithm/Blog/issues/19
《全面解析Kmeans聚类(Python)》	https://github.com/aialgorithm/Blog/issues/42
代码	https://github.com/aialgorithm/Blog/blob/master/projects/kmeans++
《一文通俗讲透树模型》	https://github.com/aialgorithm/Blog/issues/47
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《树模型遇上类别型特征(Python)》	https://github.com/aialgorithm/Blog/issues/49
	https://github.com/aialgorithm/Blog/blob/master
《TensorFlow决策森林构建GBDT（Python）》	https://github.com/aialgorithm/Blog/issues/50
代码	https://github.com/aialgorithm/Blog/tree/master/projects/TensorFlow%E5%86%B3%E7%AD%96%E6%A3%AE%E6%9E%97%E5%AE%9E%E8%B7%B5
《深入机器学习的梯度优化》	https://github.com/aialgorithm/Blog/issues/51
《树+神经网络算法强强联手（Python）》	https://github.com/aialgorithm/Blog/issues/57
代码	https://github.com/aialgorithm/Blog/tree/master/projects/%E6%A0%91%2B%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C%E5%BC%BA%E5%BC%BA%E8%81%94%E6%89%8B(Python)
《树模型决策的可解释性与微调(Python)》	https://github.com/aialgorithm/Blog/issues/59
代码	https://github.com/aialgorithm/Blog/tree/master/projects/%E6%A0%91%E6%A8%A1%E5%9E%8B%E5%86%B3%E7%AD%96%E7%9A%84%E5%8F%AF%E8%A7%A3%E9%87%8A%E6%80%A7%E4%B8%8E%E5%BE%AE%E8%B0%83(Python)
《机器学习模型迭代方法总结(Python)》	https://github.com/aialgorithm/Blog/issues/60
代码	https://github.com/aialgorithm/Blog/tree/master/projects/%E6%A8%A1%E5%9E%8B%E8%BF%AD%E4%BB%A3%E6%96%B9%E6%B3%95%E6%80%BB%E7%BB%93(%E5%A2%9E%E9%87%8F%E5%AD%A6%E4%B9%A0)
《引入业务先验约束的树模型(Python)》	https://github.com/aialgorithm/Blog/issues/61
代码	https://github.com/aialgorithm/Blog/tree/master/projects/%E5%BC%95%E5%85%A5%E4%B8%9A%E5%8A%A1%E5%85%88%E9%AA%8C%E7%BA%A6%E6%9D%9F%E7%9A%84%E6%A0%91%E6%A8%A1%E5%9E%8B(Python)
《多标签分类怎么做？(Python)》	https://github.com/aialgorithm/Blog/issues/64
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《一文梳理金融风控建模全流程(Python)》	https://github.com/aialgorithm/Blog/issues/44
代码	https://github.com/aialgorithm/Blog/tree/master/projects/%E4%B8%80%E6%96%87%E6%A2%B3%E7%90%86%E9%A3%8E%E6%8E%A7%E5%BB%BA%E6%A8%A1%E5%85%A8%E6%B5%81%E7%A8%8B
《基于知识图谱的营销反欺诈全流程》	https://github.com/aialgorithm/Blog/issues/6
《客户流失预测及营销(Python)》	https://github.com/aialgorithm/Blog/issues/8
代码	https://github.com/aialgorithm/Blog/tree/master/projects/%E5%AE%A2%E6%88%B7%E6%B5%81%E5%A4%B1%E9%A2%84%E6%B5%8B%E5%8F%8A%E8%90%A5%E9%94%80
《一窥推荐系统的原理》	https://github.com/aialgorithm/Blog/issues/43
《推荐项目实战（双塔模型）》	https://github.com/aialgorithm/Blog/issues/45
代码	https://github.com/aialgorithm/Blog/tree/master/projects/%E6%8E%A8%E8%8D%90%E7%AE%97%E6%B3%95%E5%AE%9E%E6%88%98
《金融科技的技术概览》	https://github.com/aialgorithm/Blog/issues/56
《海外金融风控算法实践（Python）》	https://github.com/aialgorithm/Blog/issues/55
代码	https://github.com/aialgorithm/Blog/tree/master/projects/%E6%B5%B7%E5%A4%96%E9%87%91%E8%9E%8D%E9%A3%8E%E6%8E%A7%E5%AE%9E%E8%B7%B5
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【Python、机器学习算法学习资源汇总】	https://github.com/aialgorithm/AiPy
《程序员面试完全指南》	https://github.com/aialgorithm/Blog/issues/28
《TCP/IP--图解从URL到网页通信原理》	https://github.com/aialgorithm/Blog/issues/1
《技术的未来是什么？（深度总结）》	https://github.com/aialgorithm/Blog/issues/54
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