<![CDATA[FLR的博客]]>

<![CDATA[FLR的博客]]>https://blog.youkuaiyun.com/lj_FLRzh-cnhttps://blog.youkuaiyun.com/<![CDATA[深度学习基础24（实战：房价预测）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123992046https://blog.youkuaiyun.com/lj_FLR/article/details/123992046lj_FLRWed, 06 Apr 2022 15:52:25 +0800<![CDATA[深度学习基础22（数值稳定性）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123967924https://blog.youkuaiyun.com/lj_FLR/article/details/123967924lj_FLRTue, 05 Apr 2022 13:35:13 +0800<![CDATA[深度学习基础21（Dropout）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123924414https://blog.youkuaiyun.com/lj_FLR/article/details/123924414lj_FLRSat, 02 Apr 2022 16:56:48 +0800<![CDATA[深度学习基础20（权重衰退以及代码实现详解）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123903959https://blog.youkuaiyun.com/lj_FLR/article/details/123903959lj_FLRFri, 01 Apr 2022 17:51:08 +0800<![CDATA[深度学习基础19（模型选择，拟合，K折交叉）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123852101https://blog.youkuaiyun.com/lj_FLR/article/details/123852101lj_FLRWed, 30 Mar 2022 17:34:04 +0800<![CDATA[深度学习基础18（多层感知机代码实现）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123843442https://blog.youkuaiyun.com/lj_FLR/article/details/123843442lj_FLRWed, 30 Mar 2022 12:49:14 +0800<![CDATA[深度学习基础17（感知机，结合非线性函数来构建具有更强表达能力的多层神经网络架构）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123828550https://blog.youkuaiyun.com/lj_FLR/article/details/123828550lj_FLRTue, 29 Mar 2022 18:31:38 +0800<![CDATA[深度学习基础16（softmax回归使用pytorch框架简洁实现）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123825576https://blog.youkuaiyun.com/lj_FLR/article/details/123825576lj_FLRTue, 29 Mar 2022 16:47:33 +0800<![CDATA[深度学习基础15（softmax回归的基本实现）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123804600https://blog.youkuaiyun.com/lj_FLR/article/details/123804600lj_FLRMon, 28 Mar 2022 20:16:41 +0800<![CDATA[深度学习基础14（softmax回归数据集的选择以及读取）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123802370https://blog.youkuaiyun.com/lj_FLR/article/details/123802370lj_FLRMon, 28 Mar 2022 18:31:25 +0800<![CDATA[深度学习基础13（三种常见loss函数的优劣）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123796494https://blog.youkuaiyun.com/lj_FLR/article/details/123796494lj_FLRMon, 28 Mar 2022 15:27:35 +0800<![CDATA[深度学习基础12（softmax回归学前需知）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123795483https://blog.youkuaiyun.com/lj_FLR/article/details/123795483lj_FLRMon, 28 Mar 2022 14:57:22 +0800<![CDATA[深度学习基础11（线性回归使用pytorch里的框架来实现）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123761402https://blog.youkuaiyun.com/lj_FLR/article/details/123761402lj_FLRSat, 26 Mar 2022 19:47:31 +0800<![CDATA[深度学习基础10（线性回归最基础实现，只使用自动求导和tensor计算）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123760433https://blog.youkuaiyun.com/lj_FLR/article/details/123760433lj_FLRSat, 26 Mar 2022 18:11:05 +0800<![CDATA[深度学习基础9（优化算法，梯度下降，小批量随机梯度下降，超参数）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123757747https://blog.youkuaiyun.com/lj_FLR/article/details/123757747lj_FLRSat, 26 Mar 2022 16:06:42 +0800<![CDATA[深度学习基础8（概率，期望，方差）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123755808https://blog.youkuaiyun.com/lj_FLR/article/details/123755808lj_FLRSat, 26 Mar 2022 14:46:07 +0800<![CDATA[深度学习基础7（正反向传播，计算图，自动微分，分离计算，控制流梯度计算）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123742627https://blog.youkuaiyun.com/lj_FLR/article/details/123742627lj_FLRFri, 25 Mar 2022 18:36:00 +0800<![CDATA[深度学习基础6（微分，偏导，梯度，链式法则）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123740995https://blog.youkuaiyun.com/lj_FLR/article/details/123740995lj_FLRFri, 25 Mar 2022 17:31:16 +0800<![CDATA[深度学习基础5（降维运算，矩阵计算，不同种类的范数）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123719501https://blog.youkuaiyun.com/lj_FLR/article/details/123719501lj_FLRThu, 24 Mar 2022 19:46:49 +0800<![CDATA[深度学习基础4（标量，向量，张量，矩阵）]]>https://blog.youkuaiyun.com/lj_FLR/article/details/123717590https://blog.youkuaiyun.com/lj_FLR/article/details/123717590lj_FLRThu, 24 Mar 2022 18:01:02 +0800