Open fedeotto opened 3 years ago
I had a same error, and successfully fixed as follows.
This problem would be caused by the change of matplotlib function _process_unit_info()
.
For me, downgrading matplotlib to 3.1.3 ( pip install matplotlib==3.1.3
) works.
Hi,
I downgraded the verison to 3.1.3 as describe above. But then, it started to show another error.
here is an error code.
AttributeError Traceback (most recent call last)
/var/folders/9r/_5r0zb5x46g3430cgtbjc0mw0000gn/T/ipykernel_2141/3669738409.py in
/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/GPyOpt/core/bo.py in plot_acquisition(self, filename, label_x, label_y) 282 model_to_plot = self.model 283 --> 284 return plot_acquisition(self.acquisition.space.get_bounds(), 285 model_to_plot.model.X.shape[1], 286 model_to_plot.model,
/Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages/GPyOpt/plotting/plots_bo.py in plot_acquisition(bounds, input_dim, model, Xdata, Ydata, acquisition_function, suggested_sample, filename, label_x, label_y, color_by_step) 62 63 ---> 64 model.plot_density(bounds[0], alpha=.5) 65 66 plt.plot(x_grid, m, 'k-',lw=1,alpha = 0.6)
AttributeError: 'GPRegression' object has no attribute 'plot_density'
can anyone tell what is wrong with the code below?
domain = [{'name': 'var_1', 'type': 'continuous', 'domain': (-5,4)}] myBopt_1d = BayesianOptimization(f=obj_func, domain=domain) myBopt_1d.run_optimization(max_iter=5) myBopt_1d.plot_acquisition()
Help us please, the same error here
help please
I had a same error, and successfully fixed as follows. This problem would be caused by the change of matplotlib function
_process_unit_info()
. For me, downgrading matplotlib to 3.1.3 (pip install matplotlib==3.1.3
) works.
Hi, just in case anyone is still looking for ways to resolve this. I tried this suggestion of using matplotlib 3.1.3, and it worked! Here are the steps I did in my Jupyter. My computer has Python 3.9 and I think matplotlib 3.1.3 needs Python 3.6.
import sys print(sys.version)
I finally have the "opt.plot_acquisition()" working!
Just by running the tutorial on my notebook I get an error when it comes to run
myBopt.plot_acquisition()
The error:
`Traceback (most recent call last):
File "C:\Users\hp\Desktop\PHD\Projects\untitled3.py", line 33, in
myBopt.plot_acquisition()
File "C:\Users\hp\anaconda3\lib\site-packages\GPyOpt\core\bo.py", line 284, in plot_acquisition return plot_acquisition(self.acquisition.space.get_bounds(),
File "C:\Users\hp\anaconda3\lib\site-packages\GPyOpt\plotting\plots_bo.py", line 64, in plot_acquisition model.plot_density(bounds[0], alpha=.5)
File "C:\Users\hp\anaconda3\lib\site-packages\GPy\plotting\gpy_plot\gp_plots.py", line 257, in plot_density plots = _plot_density(self, canvas, helper_data, helper_prediction, label, **kwargs)
File "C:\Users\hp\anaconda3\lib\site-packages\GPy\plotting\gpy_plot\gp_plots.py", line 271, in _plot_density fills.append(pl().fill_gradient(
File "C:\Users\hp\anaconda3\lib\site-packages\GPy\plotting\matplot_dep\plot_definitions.py", line 244, in fill_gradient ax._process_unit_info(xdata=X, ydata=y1)
TypeError: _process_unit_info() got an unexpected keyword argument 'xdata'
runcell(0, 'C:/Users/hp/Desktop/PHD/Projects/untitled3.py') Traceback (most recent call last):
File "C:\Users\hp\Desktop\PHD\Projects\untitled3.py", line 33, in
myBopt.plot_acquisition()
File "C:\Users\hp\anaconda3\lib\site-packages\GPyOpt\core\bo.py", line 284, in plot_acquisition return plot_acquisition(self.acquisition.space.get_bounds(),
File "C:\Users\hp\anaconda3\lib\site-packages\GPyOpt\plotting\plots_bo.py", line 64, in plot_acquisition model.plot_density(bounds[0], alpha=.5)
File "C:\Users\hp\anaconda3\lib\site-packages\GPy\plotting\gpy_plot\gp_plots.py", line 257, in plot_density plots = _plot_density(self, canvas, helper_data, helper_prediction, label, **kwargs)
File "C:\Users\hp\anaconda3\lib\site-packages\GPy\plotting\gpy_plot\gp_plots.py", line 271, in _plot_density fills.append(pl().fill_gradient(
File "C:\Users\hp\anaconda3\lib\site-packages\GPy\plotting\matplot_dep\plot_definitions.py", line 244, in fill_gradient ax._process_unit_info(xdata=X, ydata=y1)
TypeError: _process_unit_info() got an unexpected keyword argument 'xdata'
runcell(0, 'C:/Users/hp/Desktop/PHD/Projects/untitled3.py') Traceback (most recent call last):
File "C:\Users\hp\Desktop\PHD\Projects\untitled3.py", line 33, in
myBopt.plot_acquisition()
File "C:\Users\hp\anaconda3\lib\site-packages\GPyOpt\core\bo.py", line 284, in plot_acquisition return plot_acquisition(self.acquisition.space.get_bounds(),
File "C:\Users\hp\anaconda3\lib\site-packages\GPyOpt\plotting\plots_bo.py", line 64, in plot_acquisition model.plot_density(bounds[0], alpha=.5)
File "C:\Users\hp\anaconda3\lib\site-packages\GPy\plotting\gpy_plot\gp_plots.py", line 257, in plot_density plots = _plot_density(self, canvas, helper_data, helper_prediction, label, **kwargs)
File "C:\Users\hp\anaconda3\lib\site-packages\GPy\plotting\gpy_plot\gp_plots.py", line 271, in _plot_density fills.append(pl().fill_gradient(
File "C:\Users\hp\anaconda3\lib\site-packages\GPy\plotting\matplot_dep\plot_definitions.py", line 244, in fill_gradient ax._process_unit_info(xdata=X, ydata=y1)
TypeError: _process_unit_info() got an unexpected keyword argument 'xdata`