SYMBOL INDEX (36 symbols across 4 files)

FILE: LinearRegression.py
  class LinReg (line 3) | class LinReg(object):
    method __init__ (line 7) | def __init__(self, learning_rate = 0.01, iterations = 50, verbose = Tr...
    method fit (line 27) | def fit(self, X, y):
    method predict (line 62) | def predict(self, X):
  function demo (line 82) | def demo():

FILE: LogisticClassifier.py
  class Logit (line 5) | class Logit(object):
    method __init__ (line 9) | def __init__(self, learning_rate = 0.01, iterations = 100, verbose = T...
    method sigmoid (line 29) | def sigmoid(self, x):
    method fit (line 38) | def fit(self, X, y):
    method predict (line 75) | def predict(self, X, labels):
  function demo (line 107) | def demo():

FILE: MultiLayerPerceptron.py
  function sigmoid (line 7) | def sigmoid(x):
  function dsigmoid (line 11) | def dsigmoid(y):
  function softmax (line 15) | def softmax(w):
  function tanh (line 21) | def tanh(x):
  function dtanh (line 25) | def dtanh(y):
  class MLP_Classifier (line 28) | class MLP_Classifier(object):
    method __init__ (line 41) | def __init__(self, input, hidden, output, iterations = 50, learning_ra...
    method feedForward (line 88) | def feedForward(self, inputs):
    method backPropagate (line 119) | def backPropagate(self, targets):
    method test (line 171) | def test(self, patterns):
    method fit (line 179) | def fit(self, patterns):
    method predict (line 208) | def predict(self, X):
  function demo (line 217) | def demo():

FILE: Old/BackPropagationNN.py
  function sigmoid (line 10) | def sigmoid(x):
  function dsigmoid (line 14) | def dsigmoid(y):
  function tanh (line 18) | def tanh(x):
  function dtanh (line 22) | def dtanh(y):
  class MLP_NeuralNetwork (line 25) | class MLP_NeuralNetwork(object):
    method __init__ (line 38) | def __init__(self, input, hidden, output, iterations, learning_rate, m...
    method feedForward (line 73) | def feedForward(self, inputs):
    method backPropagate (line 105) | def backPropagate(self, targets):
    method test (line 159) | def test(self, patterns):
    method train (line 167) | def train(self, patterns):
    method predict (line 185) | def predict(self, X):
  function demo (line 194) | def demo():