phyblas

import numpy as np
import matplotlib as mpl
import matplotlib.pyplot as plt
from matplotlib.colors import ListedColormap as licama

def rabaisi(x1,y1,x2,y2,si):
    n = len(x1)
    xt = np.where(np.arange(n)%2,x1,x2)
    yt = np.where(np.arange(n)%2,y1,y2)
    plt.tripcolor(xt,yt,np.arange(3)+np.arange(n-2)[:,None],facecolors=np.ones(n-2),cmap=licama([si]))

phyblas

import numpy as np

def softmax(x):
    exp_x = np.exp(x.T-x.max(1))
    return (exp_x/exp_x.sum(0)).T

class Sgd:
    def __init__(self,eta=0.01):
        self.eta = eta
        

phyblas

[1276    0    4    2    3    9    8    3    6    1]
[   0 1556   11    4    1    5    0    4   17    6]
[   9   16 1225   21   11    3   15   16   26    6]
[   4   12   33 1269    0   45    3   17   34   10]
[   5    7   11    2 1245    3   16    5   12   56]
[  12    6   16   44   10 1105   25   10   39   13]
[  12    3    9    0    5   16 1343    2    4    3]
[   6    4   20    5   14    1    1 1377    1   32]
[   6   34   12   36    7   24   10    5 1242   14]
[  10    6    6   20   35   12    1   46   10 1273]