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基础的深度学习实验研究结果汇总笔记

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Bumps [requests](https://github.com/psf/requests) from 2.22.0 to 2.31.0. Release notes Sourced from requests's releases. v2.31.0 2.31.0 (2023-05-22) Security Versions of Requests between v2.3.0 and v2.30.0 are vulnerable to potential forwarding of Proxy-Authorization...

dependencies

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 1.14.0 to 2.11.1. Release notes Sourced from tensorflow's releases. TensorFlow 2.11.1 Release 2.11.1 Note: TensorFlow 2.10 was the last TensorFlow release that supported GPU on native-Windows. Starting...

dependencies

Bumps [numpy](https://github.com/numpy/numpy) from 1.17.3 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

hi,dear 大佬 这是我的一些浅显的问题, 请指点下,多谢 1.能不能提供下[数据集](https://github.com/sladesha/deep_learning/blob/master/YoutubeNetwork/normal_version/data_make/map_item_idx.py#L4)? 2.[这里面](https://github.com/sladesha/deep_learning/blob/master/YoutubeNetwork/normal_version/data_make/map_item_idx.py#L6)的 `data.columns = ['UId', 'ItemId', 'BrandId', 'MiddlesortId', 'ClickTime', 'Date']` middlesortId是啥?Date呢? 3.[负采样](https://github.com/sladesha/deep_learning/blob/master/YoutubeNetwork/normal_version/model/model.py#L24)是怎么做的啊? `self.sub_sample = tf.placeholder(tf.int32, [None, None]) # soft layer (pos_clict,neg_list)[B,sub_size]` 4.y是什么呢?怎么是2维的呢?是one-hot之前的吧?[link](https://github.com/sladesha/deep_learning/blob/master/YoutubeNetwork/normal_version/model/model.py#L25) `self.y = tf.placeholder(tf.float32, [None,...

https://github.com/sladesha/deep_learning/blob/master/YoutubeNetwork/normal_version/model/model.py self.loss = tf.reduce_mean(-self.y * tf.log(self.yhat + 1e-24)) 这边 y 的值好像是 1/0 ,这个loss是不是有问题

你好,请问数据集在哪下载呢?

![image](https://user-images.githubusercontent.com/42572968/65313867-b8fbdf00-dbc7-11e9-96b6-d912858c2d44.png)

how to explain your rnn code, why use alpha? i think there dosnot need alpha operation, use lstm->cnn direct