human
I am working on the file "Max/ORBM-XOR-X-Bits.ipynb".
The first task is:
Not bad. It separates quite well.
Can you write Python program for it?

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What is a the Python program you requested?
assistant
#Here is the Python program you requested.

class PlottingSampler(ApproximatedSampler):
    """Wrapper for the sampler allow us to observe the calculation"""
    def approx_correction(self, h_a, h_b, w_a, w_b,v):
        c_a, c_b = super().approx_correction(h_a,h_b,w_a, w_b,v) # wrap those delicious corrections up
#         print("C_A{}\nC_B{}".format(c_a, c_b))
        self.plot_all(self.plot_ready_shape(h_a),self.plot_ready_shape(h_b),c_a,c_b)
        plt.show()
        return c_a, c_b

    def plot_ready_shape(self, h):
        return h.reshape(1,h.shape[0])
    
    def plot_all(self,h_a,h_b,c_a, c_b):
        plt.subplot(141)
        self.plot_hid('h_a',h_a)
        plt.subplot(142)     
        self.plot_hid('h_b',h_b)
        plt.subplot(143)
        self.plot_correction('c_a',self.reshape_for_plot(c_a.sum(1)))
        plt.subplot(144)     
        self.plot_correction('c_b',self.reshape_for_plot(c_b.sum(1)))
        plt.colorbar(ticks=[-1,0,1])
    
    def reshape_for_plot(self, c):
        return c.reshape(1,c.shape[0])
    
    def plot_correction(self,title, c):
        plt.title(title)
        plt.axis('off')
        plt.imshow(c, cmap='seismic', interpolation ='nearest')

    def plot_hid(self,title,h):
        plt.title(title)
        plt.axis('off')
        plt.imshow(h, cmap='copper', interpolation ='nearest')