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vae
说明: 什么是变分自动编码器?
为了理解VAE,我们首先从最简单的网络说起,然后再一步一步添加额外的部分。一个描述神经网络的常见方法是近似一些我们想建模的函数。然而神经网络也可以被看做是携带信息的数据结构。假如我们有一个带有解卷积层的网络,我们设置输入为值全为1的向量,输出为一张图像。然后,我们可以训练这个网络去减小重构图像和原始图像的平均平方误差。那么训练完后,这个图像的信息就被保留在了网络的参数中。(What is a variational automatic encoder?
To understand VAE, we start with the simplest network, and then add additional parts step by step. A common way to describe neural networks is to approximate some of the functions we want to model. However, neural networks can also be regarded as data structures carrying information. If we have a network with deconvolution layer, we set the input to a vector with all values of 1 and output to an image. Then, we can train the network to reduce the average square error between the reconstructed image and the original image. After training, the information of the image is retained in the parameters of the network.vae)
- 2019-04-26 16:46:35下载
- 积分:1
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ChineseSegmentUsingHashTable
说明: 用python实现双字哈希字典,可用于中文分词(Using Python to realize double-character hash dictionary, which can be used for Chinese word segmentation)
- 2019-04-20 23:09:29下载
- 积分:1
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3020671Pyhon_Matlab_Wavelet
本文给出使用Python做小波包特征提取的一个实例,并附有MATLAB编写的实现源码。
数据来源:自己采集得到的模拟电路故障响应数据,存在SumData文件夹中,其中文件夹共有9个excel文件,每一个excel文件存的是某种故障状态下采集得到的100组故障响应数据。(In this paper, an example of using Python to extract the features of wavelet packet is given, and the source code written by MATLAB is attached.
Data Source: The fault response data of analog circuits collected by ourselves are stored in the SumData folder. There are nine Excel files in the folder. Each excel file contains 100 sets of fault response data collected under some fault condition.)
- 2021-02-23 16:09:40下载
- 积分:1
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DenseNet201
说明: DenseNet201卷积神经网络训练模型,python语言编程,粗略训练,入门难度。(DenseNet201 convolutional neural network training model, python programming, rough training, entry difficulty.)
- 2020-05-18 21:01:32下载
- 积分:1
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Python Deep Learning
说明: 革新计算机技术、人工智能、语音和数据分析的下一代技术(Next generation techniques to revolutionize computer vision, AI, speech and data analysis)
- 2019-03-05 20:54:52下载
- 积分:1
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遗传算法分析代码
遗传算法分析代码,可以进行回归分析
- 2023-05-14 09:25:02下载
- 积分:1
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Sarsa
说明: 基于强化学习算法Sarsa实现的小案例。(A small case based on the enhanced learning algorithm Sarsa.)
- 2020-11-30 10:59:29下载
- 积分:1
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inception_v3_2016_08_28.tar
说明: that si inception network for tf
- 2019-05-06 21:18:42下载
- 积分:1
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picture
平时工作中常会遇到需要处理图片的工作,这个是判断并修改图片分辨率的python方法。(Usually work the Central Standing Committee met to deal with the work of the picture, this is a python method to determine and modify the image resolution.)
- 2016-10-22 00:36:50下载
- 积分:1
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SVM支持向量机
SVM向量机使用python的实现:
本代码的是基于sklearn的实现了人脸识别的简单的功能
本代码实现了手写字体的识别的功能
基于的数据是sklearn自带的
- 2022-08-07 16:21:37下载
- 积分:1