PaddlePaddle 深度学习实战（第五部分）

桃扇骨 2023-07-02 04:22 20阅读 0赞

# **[PaddlePaddle 深度学习实战（第一部分）][PaddlePaddle]** #

# **[PaddlePaddle 深度学习实战（第二部分）][PaddlePaddle 1]** #

# **[PaddlePaddle 深度学习实战（第三部分）][PaddlePaddle 2]** #

# **[PaddlePaddle 深度学习实战（第四部分）][PaddlePaddle 3]** #

# **[PaddlePaddle 深度学习实战（第五部分）][PaddlePaddle 4]** #

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# **MXNet卷积神经网络** #

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# **卷积神经⽹络LeNet、深度卷积神经⽹络AlexNet、使⽤重复元素的⽹络VGG、⽹络中的⽹络NiN、含并⾏连结的⽹络GoogLeNet、残差⽹络ResNet、稠密连接⽹络DenseNet**![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9henVzYS5ibG9nLmNzZG4ubmV0_size_16_color_FFFFFF_t_70][] #

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# **广告CTR预估 ** #

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# **特征预处理** #

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9henVzYS5ibG9nLmNzZG4ubmV0_size_16_color_FFFFFF_t_70 36][]

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# **正则化、离散化** #

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9henVzYS5ibG9nLmNzZG4ubmV0_size_16_color_FFFFFF_t_70 39][]

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# **GBDT梯度上升回归树** #

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9henVzYS5ibG9nLmNzZG4ubmV0_size_16_color_FFFFFF_t_70 42][]

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# **算法优化** #

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# **降低偏差、降低方差**![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9henVzYS5ibG9nLmNzZG4ubmV0_size_16_color_FFFFFF_t_70 44][] #

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# **评价指标** #

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9henVzYS5ibG9nLmNzZG4ubmV0_size_16_color_FFFFFF_t_70 67][]

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[PaddlePaddle]: https://azusa.blog.csdn.net/article/details/104084457
[PaddlePaddle 1]: https://azusa.blog.csdn.net/article/details/104084509
[PaddlePaddle 2]: https://azusa.blog.csdn.net/article/details/104084574
[PaddlePaddle 3]: https://azusa.blog.csdn.net/article/details/104084604
[PaddlePaddle 4]: https://azusa.blog.csdn.net/article/details/104084767
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