SYMBOL INDEX (37 symbols across 9 files)

FILE: napkin_ml/examples/kmeans.py
  function main (line 8) | def main():

FILE: napkin_ml/examples/knn.py
  function main (line 8) | def main():

FILE: napkin_ml/examples/lda.py
  function main (line 8) | def main():

FILE: napkin_ml/examples/linear_regression.py
  function main (line 10) | def main():

FILE: napkin_ml/examples/logistic_regression.py
  function main (line 10) | def main():

FILE: napkin_ml/examples/mlp.py
  function main (line 8) | def main():

FILE: napkin_ml/examples/pca.py
  function main (line 12) | def main():

FILE: napkin_ml/models.py
  function softmax (line 8) | def softmax(x):
  class LinearRegression (line 13) | class LinearRegression:
    method fit (line 14) | def fit(self, X, y):
    method predict (line 16) | def predict(self, X):
  class KNN (line 20) | class KNN:
    method predict (line 21) | def predict(self, k, Xt, X, y):
  class PCA (line 27) | class PCA:
    method transform (line 28) | def transform(self, X, dim):
  class LDA (line 34) | class LDA:
    method fit (line 35) | def fit(self, X, y):
    method predict (line 39) | def predict(self, X):
  class LogisticRegression (line 43) | class LogisticRegression:
    method fit (line 44) | def fit(self, X, y, n_iter=4000, lr=0.01):
    method predict (line 48) | def predict(self, X):
  class MLP (line 52) | class MLP:
    method fit (line 53) | def fit(self, X, y, n_epochs=4000, lr=0.01, n_units=10):
    method predict (line 61) | def predict(self, X):
  class KMeans (line 65) | class KMeans:
    method fit (line 66) | def fit(self, X, k, n_iter=200):

FILE: napkin_ml/utils/misc.py
  function normalize (line 9) | def normalize(X, axis=-1, order=2):
  function min_max_scaler (line 15) | def min_max_scaler(X):
  function train_test_split (line 29) | def train_test_split(X, y, test_size=0.5, shuffle=True, seed=None):
  function shuffle_data (line 41) | def shuffle_data(X, y, seed=None):
  function load_regression (line 49) | def load_regression():
  function load_iris (line 57) | def load_iris():
  function load_digits (line 74) | def load_digits():
  class Plot (line 82) | class Plot():
    method __init__ (line 83) | def __init__(self):
    method _transform (line 86) | def _transform(self, X, dim):
    method plot_in_2d (line 93) | def plot_in_2d(self, X, y=None, title=None, accuracy=None, legend_labe...