'How to change ticks of a subplot in matplotlib

I have been assigned to do a seaborn style pairplot but using matplotlib on the iris dataset. I finished all the histogram and scatterplots but I am missing one last thing. The y-ticks on the first subplot which in the seaborn pairplot show values of the scatterplot but in matplotlib can only show values of the histogram.

The expected output is:

expected

But what I get is:

my code

If you look at the top left corner, the ticks are different. Is there anyway I can change the tick values so that I can have 4.5 -7.5 and not the histogram values? I tried to change them manually but they do not scale the same.

Here is the code:

fig,ax = plt.subplots(4,4,figsize=(14,14))
names =  ['sepal length(cm)','sepal width (cm)', 'petal length (cm)','petal width (cm)']


# plt.sca(ax[0, 0])
# plt.yticks(range(7), [4.5,5.0,5.5,6.0,6.5,7.0,7.5], color='red')


for i in range(0,len(ax)):
    for j in range(len(ax)):
        if i == j :
            if j != 0:
                ax[i][j].set_yticks([])
            else:
                ax[i][j].set_ylabel(names[i])
            if i != 3:
                ax[i][j].set_xticks([])
            else:
                ax[i][j].set_xlabel(names[i])
            ax[i][j].hist(data[:,i],edgecolor = "black",bins=20,color='#00008B')
        else:

            if j != 0:
                ax[i][j].set_yticks([])
            else:
                ax[i][j].set_ylabel(names[i])
            if i != 3:
                ax[i][j].set_xticks([])
            else:
                ax[i][j].set_xlabel(names[j])
                
            ax[j][i].scatter(data[:50,i],data[:50,j],color='#00008B',edgecolors='black')
            ax[j][i].scatter(data[51:100,i],data[51:100,j],color='r',edgecolors='black')
            ax[j][i].scatter(data[100:,i],data[100:,j],color='#83f52c',edgecolors='black')
            
plt.subplots_adjust(wspace=0, hspace=0)`


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