-
MATHEMATICA
这是一本介绍mathematica 使用方法的书籍,mathematica 是一款强大的数学计算软件。(A book about mathematica,Mathematica is mainly used in math.)
- 2012-09-03 12:18:48下载
- 积分:1
-
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
-
cankaolingxian
使用lvwm准则对强干扰信号进行零陷,从而实现对强干扰的抑制(Guidelines for the use of lvwm nulling strong interference signals, enabling strong interference suppression)
- 2014-02-10 10:11:37下载
- 积分:1
-
windfarms
风电场随机注入功率潮流计算文件,在IEEE14节点下任意设置风电节点及其注入功率,即可进行潮流计算以及静态安全分析(Wind farm random injection power flow calculation file, any Settings under wind power on IEEE14 node and its injection power, power flow calculation and the analysis of the static security can be achieved)
- 2015-02-01 14:20:30下载
- 积分:1
-
Matlab-Celestial-Computing-Program
本程序包含有大量的计算程序,能计算天体力学的各种问题,含有大量的函数库和数据,是一个非常强大的计算工具。(Celestial Computing with MATLAB is a comprehensive collection of MATLAB functions,scripts and data files that can be used to solve a variety of problems in fundamental and advanced celestial mechanics.)
- 2013-09-05 12:45:22下载
- 积分:1
-
vt8500_update_software_tool_user_guide
vt8500 update software tool user guide
- 2010-08-22 18:57:59下载
- 积分:1
-
LMF
说明: 最小二乘法 非线性方程 matlab代码(Solve a Set of Overdetermined Nonlinear Equations in Least-Squares Sense)
- 2011-03-24 15:17:41下载
- 积分:1
-
ziegler
使用ziegler方法,对PID控制器进行PID整定。(Using Ziegler method, the PID controller is tuned.)
- 2020-11-26 19:09:30下载
- 积分:1
-
Untitledday1
用MATLAB画南海地形图,但是前提要在SAT path里插入m_map文件(Nanhai topographic maps drawn using MATLAB, but only if you want to insert a file in the SAT path in m_map)
- 2014-08-09 09:29:39下载
- 积分:1
-
job-shop-problem
使用遗传算法来来解决求解车间调度问题的matlab代码(matlab code for solving job shop problem to use genetic algorithm)
- 2015-05-12 21:17:55下载
- 积分:1