aruncjohn44

# Exact String Matching
def exact_match_deduplication(texts):
    return list(set(texts))

aruncjohn44

def adam(cost_func, X, y, lr=0.01, beta1 = 0.9, beta2 = 0.999, plot=True):
    """
    Adam

    """

    e = 1e-7
    params ={'w':np.zeros(X.shape[1]), 'b':0.}
    params_m = {'w_m': np.zeros(X.shape[1]), 'b_m':0.}
    params_v = {'w_v': np.zeros(X.shape[1]), 'b_v':0.}

aruncjohn44

def rmsprop(J, X, y, gamma=0.9, plot=False):
    """P
    RMS prop
    """
    lr = 0.1  # Learning rate
    e = 1e-7  # Epsilon value to 
    
    params = {
        'w': np.zeros(X.shape[1:]),
        'b': 0.

aruncjohn44

# Adagrad

def adgrad(cost_func, X, y, gamma = 0.9, lr = 0.01, plot= False):
    """
    Adagrad
    """
    e = 1e-7
    params = {'w': np.zeros(X.shape[1]), 'b': 0.}

    # Velocity parameters