%matplotlib inline
import matplotlib as mpl
import matplotlib.pyplot as plt

fig = plt.figure()

ax = fig.add_axes([0.05, 0.05, 0.88, 0.88])
ax.set_yticks([])
ax.set_xticks([])
ax.text(0.001, 0.01, "(0,0)")
ax.text(1.001, 0.01, "(1,0)")
ax.text(0.001, 1.01, "(0,1)")
ax.text(1.001, 1.01, "(1,1)")
ax.text(0.02, 0.92, "Figure", fontsize=18)

ax.text(0.12, 0.06, "(0.15, 0.15)")

ax = fig.add_axes([0.15, 0.15, 0.68, 0.66])
ax.text(0.03, 0.88, "Axes", fontsize=18)
ax.set_yticks([])
ax.set_xticks([])


fig.savefig("figure-axes-schematic.pdf");

fig = plt.figure()


ax.text(0.12, 0.06, "(0.15, 0.15)")

ax = fig.add_axes([0.15, 0.15, 0.68, 0.66])
ax.set_yticks([1, 2, 3])
ax.set_xticks([1, 2, 3])

# ax.set_yticklabels(['', '', ''])

ax.set_xlabel("x axis", fontsize=18)
ax.set_ylabel("y axis", fontsize=18)

ax.set_xlim(1, 3)
ax.set_ylim(1, 3)

ax.xaxis.set_minor_locator(mpl.ticker.MultipleLocator(0.25))
ax.yaxis.set_minor_locator(mpl.ticker.MultipleLocator(0.25))

ax.annotate(
    "Major tick",
    xy=(1, 2),
    xycoords="data",
    xytext=(+35, +30),
    textcoords="offset points",
    fontsize=16,
    arrowprops=dict(arrowstyle="->", connectionstyle="arc3, rad=.2"),
)

ax.annotate(
    "Minor tick",
    xy=(1, 1.5),
    xycoords="data",
    xytext=(+35, +30),
    textcoords="offset points",
    fontsize=16,
    arrowprops=dict(arrowstyle="->", connectionstyle="arc3, rad=.2"),
)

fig.savefig("figure-axis-schematic.pdf");