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self_adaptive_filter
自适应滤波器，包括LMS算法和最陡下降法，以及对LMS算法的一些对比(Adaptive filters, LMS algorithm and steepest descent method, and comparison of some of the LMS algorithm)
- 2010-10-07 23:12:44下载
- 积分：1
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bijiao
编写了龙格现象中举例的函数（1/（1+x^2））的三次样条插值图像和原图像的比较，此程序简单适用。(Prepared Runge phenomenon, for example a function of (1/(1+ X ^ 2)) of cubic spline interpolation image and the original image compared to a simple application of this procedure.)
- 2008-06-05 12:29:44下载
- 积分：1
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75448163whitenoise
用MATLAB产生白噪声序列 以及白噪声序列的相关检验(creat the series of white noise and test the white noise)
- 2009-06-03 10:57:07下载
- 积分：1
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qxnhsf
自己编写的曲线拟合程序，供大家一起参考，一起学习努力(themselves prepared curve fitting procedures for everyone reference and learning efforts)
- 2007-04-18 11:04:40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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最小二乘法
说明： 简单的最小二乘法实例，适合初学者，代码简单易懂(zuixiaoerchengfa shihe chuxuezhe daimajiandanyidong)
- 2020-06-23 10:20:02下载
- 积分：1
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lorenzgui
动态演示不同参数下的lorenz混沌吸引子(Dynamic playing the different parameter of the lorenz chaos attractor)
- 2012-06-26 20:47:32下载
- 积分：1
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LinearEquation
运用哈夫变换，对于给出的直线，可以准确画出，并写出直线方程(The use of Hough transform, for the given straight line, can accurately draw and write linear equation)
- 2010-01-19 10:11:15下载
- 积分：1
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shili95
制作运用SOR迭代法解线性方程组的用户界面(Making use of SOR iterative method to solve linear equations of the user interface
)
- 2011-06-28 10:31:59下载
- 积分：1
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163
可以对光子晶体光纤的光强分布仿真，极为有效(The light of the photonic crystal fiber distributed simulation, extremely effective)
- 2012-06-19 21:58:31下载
- 积分：1
