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MATLAB-Ch3MatrixCulculation
此为《MATLAB教程》的第三章：矩阵运算。该书内容翔实，深入浅出，不可多得。(This is the MATLAB Guide Chapter III: matrix calculation. Book is informative, easy, hard to come by.)
- 2008-02-29 18:58:42下载
- 积分：1
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bayesian-classification
bayesian classification performed for luekemia cancer cells data set
- 2015-03-30 13:46:12下载
- 积分：1
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1807.01622
说明： 深度神经网络在函数近似中表现优越，然而需要从头开始训练。另一方面，贝叶斯方法，像高斯过程（GPs），可以利用利用先验知识在测试阶段进行快速推理。然而，高斯过程的计算量很大，也很难设计出合适的先验。本篇论文中我们提出了一种神经模型，条件神经过程（CNPs），可以结合这两者的优点。CNPs受灵活的随机过程的启发，比如GPs，但是结构是神经网络，并且通过梯度下降训练。CNPs通过很少的数据训练后就可以进行准确的预测，然后扩展到复杂函数和大数据集。我们证明了这个方法在一些典型的机器学习任务上面的的表现和功能，比如回归，分类和图像补全(Deep neural networks perform well in function approximation, but they need to be trained from scratch. On the other hand, Bayesian methods, such as Gauss Process (GPs), can make use of prior knowledge to conduct rapid reasoning in the testing stage. However, the calculation of Gauss process is very heavy, and it is difficult to design a suitable priori. In this paper, we propose a neural model, conditional neural processes (CNPs), which can combine the advantages of both. CNPs are inspired by flexible stochastic processes, such as GPs, but are structured as neural networks and trained by gradient descent. CNPs can predict accurately with very little data training, and then extend to complex functions and large data sets. We demonstrate the performance and functions of this method on some typical machine learning tasks, such as regression, classification and image completion.)
- 2020-06-23 22:20:02下载
- 积分：1
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gravity
newmark gravity newton rapton method
- 2013-08-22 10:06:18下载
- 积分：1
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lzq
基本粒子群算法
粒子群算法的基本matlab代码(The particle swarm algorithm)
- 2013-05-21 21:24:28下载
- 积分：1
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FDTD_TM_PC
a photonic crystal waveguide matlab code
- 2010-06-11 10:06:37下载
- 积分：1
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transformation
all transformation in matlab
- 2011-01-15 22:34:50下载
- 积分：1
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truss
说明： 经典的有限元入门程序之truss，希望对你有用。(Introduction to classical finite element procedures truss, hope useful for you.)
- 2009-08-21 18:31:31下载
- 积分：1
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GUI_matlab
实现物种功能的语音处理：倒谱、时域、频谱、语谱图以及功率谱，并加有详尽的注释。另外还可以保存图像，一倍后来研究！matlab ＧＵＩ编程(Voice processing functions to achieve species: cepstrum, time domain, frequency spectrum, spectrogram and power spectrum, and add detailed comments. It also can save the image, doubled and later research!)
- 2021-03-26 20:39:13下载
- 积分：1
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boss1
遗传算法去辨识一个系统：蒸汽锅炉汽包的水位函数，辨识阶数是2阶，而且最后有误差曲线分析(Genetic algorithm for the identification of a boiler steam water level transfer function. Based on the existing data, the transfer function is identified as order 2. And finally the error curve analysis)
- 2017-05-26 16:58:38下载
- 积分：1
