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Kares入门资料打包

于 2020-06-17 发布 文件大小:4356KB
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代码说明:

  深度学习框架Keras入门资料,里面的代码包括课件和DEMO有利于新书入门学习,简单易懂(Keras Introductory Information of Deep Learning Framework, which includes courseware and DEMO, is helpful for introductory learning of new books. It is easy to understand.)

文件列表:

DS_Store, 6148 , 2018-12-04
kares入门, 0 , 2019-01-07
kares入门\1.keras安装.pdf, 1414306 , 2019-01-07
kares入门\1.线性回归.ipynb, 3073 , 2018-12-04
kares入门\10.模型保存.ipynb, 3906 , 2018-12-04
kares入门\10.过拟合,Dropout,正则化.pdf, 1100775 , 2019-01-07
kares入门\11.模型载入.ipynb, 4973 , 2018-12-04
kares入门\12.绘制网络结构.ipynb, 123505 , 2018-12-04
kares入门\14.优化器.pdf, 1023808 , 2019-01-07
kares入门\15.卷积神经网络.pdf, 1339729 , 2019-01-07
kares入门\2.非线性回归.ipynb, 61397 , 2018-12-04
kares入门\3.MNIST数据集分类.ipynb, 4400 , 2018-12-04
kares入门\4.交叉熵.ipynb, 4420 , 2018-12-04
kares入门\5.Dropout应用.ipynb, 4864 , 2018-12-04
kares入门\6.正则化应用.ipynb, 4925 , 2018-12-04
kares入门\7.MNIST分类.pdf, 911209 , 2019-01-07
kares入门\7.优化器.ipynb, 4457 , 2018-12-04
kares入门\8.CNN应用于手写数字识别.ipynb, 5211 , 2018-12-04
kares入门\9.RNN应用.ipynb, 4473 , 2018-12-04

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  • mxzr
    判断链表中是否有循环 有的话,按序打印一次(To determine if there is a loop in the list, print it in sequence)
    2018-09-04 05:19:13下载
    积分:1
  • EM 算法
    用EM算法求解高斯混合模型并可视化,数据是男女生的身高分布,前提是初始化男女生身高各自的均值和方差和比例,然后由EM算法求解,男女生身高的均值方差,以拟合数据。(The EM algorithm is used to solve the Gauss mixture model and visualize. The data is the height distribution of male and female. The premise is to initialize the mean, variance and proportion of the male and female height, then the mean variance of the height of male and female is solved by the EM algorithm, so as to fit the data.)
    2018-07-14 12:46:57下载
    积分:1
  • MSA
    自动生成Excel表格,包括测量系统分析MSA GR&R--均值极差法 ,方差分析,均值极差(Automatic generation of Excel tables, including measurement system analysis MSA GR&R - mean extreme difference method, variance analysis, mean extreme difference)
    2019-06-20 21:24:10下载
    积分:1
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    SMOTE插值算法,补全数据的不平衡性。(SMOTE interpolation algorithm to complete the imbalance of data.)
    2018-08-20 10:05:48下载
    积分:1
  • PLSR程序
    说明:  偏最小二乘回归!PLSR,可用于解决一些回归问题!(Partial least squares regression! PLSR can be used to solve some regression problems!)
    2019-11-29 20:42:27下载
    积分:1
  • Tensor-Factorization-HOSVD-iterative-master
    hosvd 迭代分解,很好用,是一个硕士论文里的代码(terative HOSVD algorithm to decompose tensor and find its Singular factors in each mode.)
    2021-03-27 11:39:12下载
    积分:1
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    r语言中关联规则代码实现 运用arulesViz包和arules包中的apriori函数(Code Implementation of Association Rule)
    2019-01-24 15:39:51下载
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  • k-means-for-iris
    说明:  利用K均值聚类对鸢尾花样本进行聚类的matlab程序,包含源代码、样本数据、聚类结果(The matlab program of clustering iris samples by K-means clustering, including source code, sample data and clustering results)
    2020-10-17 20:27:27下载
    积分:1
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    生成随机数的算法,原书带的并不能直接使用,这是本人改的直接可用的()
    2018-05-28 14:18:23下载
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  • 机器学习实战
    说明:  机器学习实战中文英文pdf+数据集+代码(Practice of machine learning)
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    积分:1
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