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# Gaussian Process 高斯过程
## 基础知识
- [随机过程]
- [高斯分布](/Gaussian_distribution)
## Brief
- 高斯过程 : 符合高斯分布的变量的集合
- **随机向量** - . When attempting to do GuassianProcess.Predict() an integer overflow occurs, which results in an index out of bounds e…
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ImportError: cannot import name 'gaussianprocess'
need change to 'from sklearn import gaussian_process'
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First, apologies if this is not the right place to post it.
I'm trying to read in MATLAB a pmml file made from a different modeller. Unfortunately I always get the same errors:
Error using pmml.…
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```python
from sklearn.gaussian_process import GaussianProcess
```
Which show the Error message: `ImportError: cannot import name 'GaussianProcess'`
It may be raised by this function has been remo…
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The code in the tutorial for black box function optimization doesn't work ( https://automl.github.io/RoBO/tutorials.html#blackbox-function-optimization-with-robo ).
Additionally test_fmin/test_fmin_i…
ghost updated
7 years ago
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from sklearn.gaussian_process import GaussianProcess
model = lambda x: x * np.sin(x)
xdata = np.array([1, 3, 5, 6, 8])
ydata = model(xdata)
**gp = GaussianProcess(corr='cubic', theta0=1e-2, th…
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When instantiating many 2-dimensional GPs with exponentiated quadratic kernels and sampling over several thousand points, I'm getting memory errors: `ResourceExhaustedError: failed to allocate memory …
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from sklearn.gaussian_process import GaussianProcess
model = lambda x: x * np.sin(x)
xdata = np.array([1, 3, 5, 6, 8])
ydata = model(xdata)
**gp = GaussianProcess(corr='cubic', theta0=1e-2, th…