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的插值)
These methods also produce smoother interpolants.
Here the interpolation is t=-3(mod signs in the results.
It is the only interpolation approach which will not introduce new labels into the result.
The simplest interpolation method is to fill the unknown region with some constant value.数据网格化的概念对于理解MATLAB进行基于网格的插值的方式非常重要。
The concept of data gridding is very important for understanding the ways in which MATLAB does grid-based interpolation.最简单的插值方法是找到最近的数据值,并分配相同的值。
The simplest interpolation method is to locate the nearest data value, and assign the same value.最简单的插值方法是找到最近的数据值,并分配相同的值。
The simplest interpolation way is to discover the nearest data value, and assign exactly the same price.首先进行y方向的插值,然后进行x方向的插值,所得到的结果是一样的。
If we had first performed the linear interpolation in the y direction and then in the x direction, the resulting approximation would be the same.我们先把空间大小变成五倍(第45行)以便看清栅格间的插值。
We start by scaling the space by 5(line 45) in order to see the interpolation between the squares of the grid.如果要查询一个样本位置的插值函数,就需要取回位于该样本数据点的值。
If you were to query the interpolation function at a sample location, you would get back the value at that sample data point.这个实用App可用于计算从材料的H(B)或B(H)关系开始的插值数据。
This utility app can be used to compute the interpolation data starting from the material's H-B or B-H relations.网格结构体中随时可用的相邻信息对于许多应用(尤其是基于网格的插值)非常有用。
The adjacency information readily available in the grid structure is very useful for many applications and particularly grid-based interpolation.可通过多种不同的插值方法形成这些三角形,例如Delaunay三角测量法或距离排序法。
There are different methods of interpolation to form these triangles, such as Delaunay triangulation or distance ordering.例如,如果选择等距点作为插值节点,那么龙格现象中的函数表明这样的插值就会出现发散现象。
For example, if equidistant points are chosen as interpolation nodes, the function from Runge's phenomenon demonstrates divergence of such interpolation.在上一段代码中,Y1和Y2查询了每个样本之间包含一个额外点的网格上的插值。
In the previous code, Y1 and Y2 queried the interpolant over a grid that contained one extra point between each of the samples.如果您的数据可以逼近为一个网格,则基于网格的插值可以节省大量计算和内存用量。
If your data can be approximated as a grid, grid-based interpolation will provide substantial savings in computation and memory usage.
This requires parameterizing the potential interpolants and having some way of measuring the error.基于网格的插值大大节省了计算开销,因为网格化结构允许MATLAB非常迅速地定位查询点及其附近的相邻点。
Grid-based interpolation provides significant savings in computational overhead because the gridded structure allows MATLAB to locate a query point and its adjacent neighbors very quickly.图21:从一个嵌入(左)到另一个嵌入(右)的插值,其中展示了每个中间步骤的来自我们的测试数据的最近邻图像。
Figure 21: Interpolation from one embedding(left) to another(right), while showing nearest neighbor images from our test data at each intermediate step.在这篇文章中,他们基于文本训练了一个变分自编码器,从而拥有了两句话之间的插值的能力,得到了一致的结果。
In that paper, they trained a variational autoencoder on text, which led to the ability to interpolate between two sentences and get coherent results.
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