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Functions1,905 in github.com/lazyprogrammer/machine_learning_examples

↓ 2 callersMethodreset
(self)
tf2.0/keras_trader.py:173
↓ 2 callersMethodreset
(self)
tf2.0/mlp_trader.py:154
↓ 2 callersMethodreset
(self)
rl/linear_rl_trader.py:160
↓ 2 callersMethodreset
(self)
pytorch/rl_trader.py:191
↓ 2 callersMethodsample
(self)
unsupervised_class3/bayes_classifier_gmm.py:50
↓ 2 callersMethodsample
(self)
ab_testing/server_solution.py:27
↓ 2 callersMethodsample_action
(self, s, eps)
rl2/mountaincar/td_lambda.py:70
↓ 2 callersFunctionsample_from_prior
(c0, m0, a0, B0)
bayesian_ml/4/npbgmm.py:54
↓ 2 callersMethodsample_given_y
(self, y)
unsupervised_class3/bayes_classifier_gmm.py:37
↓ 2 callersMethodsample_given_y
(self, y)
unsupervised_class3/bayes_classifier_gaussian.py:37
↓ 2 callersMethodsave
(self, name)
tf2.0/rl_trader.py:320
↓ 2 callersMethodsave
(self, name)
tf2.0/keras_trader.py:327
↓ 2 callersMethodsave
(self, name)
tf2.0/mlp_trader.py:308
↓ 2 callersMethodsave
(self, filename)
ann_class2/tf_with_save.py:111
↓ 2 callersMethodsave
(self, fn)
nlp_class2/glove_theano.py:175
↓ 2 callersMethodsave
(self, fn)
nlp_class2/glove_svd.py:118
↓ 2 callersMethodsave
(self, fn)
nlp_class2/glove_tf.py:156
↓ 2 callersMethodsave
(self, name)
rl/linear_rl_trader.py:290
↓ 2 callersMethodsave
(self, filename)
unsupervised_class2/unsupervised.py:100
↓ 2 callersFunctionscale_image
(im)
unsupervised_class3/util.py:120
↓ 2 callersFunctionscore
(model, inputs, labels)
ann_class2/pytorch_dropout.py:128
↓ 2 callersFunctionscore
(model, inputs, labels)
ann_class2/pytorch_batchnorm.py:127
↓ 2 callersFunctionscore
(model, inputs, labels)
ann_class2/pytorch_example2.py:113
↓ 2 callersMethodscore
(self, trees)
nlp_class2/rntn_tensorflow_rnn.py:237
↓ 2 callersMethodscore
(self, trees, idx2word=None)
nlp_class2/recursive_theano.py:181
↓ 2 callersMethodscore
(self, trees)
nlp_class2/recursive_tensorflow.py:180
↓ 2 callersMethodscore
(self, trees)
nlp_class2/rntn_theano.py:232
↓ 2 callersMethodscore
(self, trees)
nlp_class2/rntn_tensorflow.py:195
↓ 2 callersMethodscore
(self, X, Y)
supervised_class2/bagging_classification.py:75
↓ 2 callersMethodscore
(self, X, Y)
supervised_class2/bagging_regression.py:60
↓ 2 callersMethodscore
(self, X, Y)
bayesian_ml/2/probit.py:58
↓ 2 callersMethodscore
(self, X, Y)
bayesian_ml/1/nb.py:75
↓ 2 callersMethodscore
(self, X, Y)
svm_class/linear_svm_gradient.py:66
↓ 2 callersMethodscore
(self, X, Y)
svm_class/kernel_svm_gradient_primal.py:92
↓ 2 callersMethodscore
(self, X, Y)
svm_class/svm_gradient.py:88
↓ 2 callersMethodscore
(self, X, Y)
supervised_class/dt.py:178
↓ 2 callersMethodscore
(self, X, Y)
supervised_class/knn_vectorized.py:58
↓ 2 callersMethodscore
(self, X, Y)
supervised_class/bayes.py:32
↓ 2 callersMethodscore
(self, X, Y)
supervised_class/nb.py:30
↓ 2 callersMethodscore
(self, X, Y)
supervised_class/multinomialnb.py:32
↓ 2 callersMethodscore
(self, X, Y)
airline/rnn.py:105
↓ 2 callersMethodset
(self, pi, A, B)
hmm_class/hmmd_theano.py:102
↓ 2 callersMethodset
(self, pi, A, R, mu, sigma)
hmm_class/hmmc_theano.py:94
↓ 2 callersMethodset
(self, preSoftmaxPi, preSoftmaxA, preSoftmaxB)
hmm_class/hmmd_theano2.py:92
↓ 2 callersMethodset
(self, preSoftmaxPi, preSoftmaxA, preSoftmaxR, mu, sigmaFactor)
hmm_class/hmmc_theano2.py:84
↓ 2 callersMethodset
(self, Wx, Wh, bh, h0, Wo, bo, activation)
rnn_class/poetry_classifier.py:111
↓ 2 callersMethodset
(self, We, Wx, Wh, bh, h0, Wxz, Whz, bz, Wo, bo, activation)
rnn_class/rrnn_language.py:122
↓ 2 callersMethodset
(self, rewards, actions)
rl/grid_world.py:21
↓ 2 callersMethodset
(self, rewards, actions, probs)
rl/grid_world.py:154
↓ 2 callersMethodsetV
(self, V)
rl/tic_tac_toe.py:38
↓ 2 callersMethodset_params
(self, params)
rl3/es_mujoco.py:82
↓ 2 callersMethodset_params
(self, params)
rl3/es_flappy.py:119
↓ 2 callersMethodset_params
(self, params)
rl3/es_mnist.py:81
↓ 2 callersMethodset_session
(self, session)
hmm_class/hmmc_tf.py:26
↓ 2 callersMethodset_session
(self, session)
cnn_class2/tf_resnet.py:192
↓ 2 callersMethodset_session
(self, session)
rl2/atari/dqn_tf.py:240
↓ 2 callersMethodset_session
(self, session)
rl2/mountaincar/pg_tf_random.py:111
↓ 2 callersMethodset_session
(self, session)
rl2/cartpole/dqn_tf.py:100
↓ 2 callersMethodset_session
(self, session)
unsupervised_class2/autoencoder_tf.py:106
↓ 2 callersMethodset_state
(self, s)
rl/grid_world.py:27
↓ 2 callersFunctionsgd
(input_, targets, label, learning_rate, W, V)
nlp_class2/word2vec.py:246
↓ 2 callersFunctionsigmoid
(z)
logistic_regression_class/bad_xor.py:40
↓ 2 callersFunctionsigmoid
(z)
logistic_regression_class/logistic3.py:44
↓ 2 callersFunctionsigmoid
(z)
logistic_regression_class/logistic_donut.py:55
↓ 2 callersFunctionsigmoid
(z)
logistic_regression_class/l1_regularization.py:15
↓ 2 callersFunctionsigmoid
(z)
logistic_regression_class/logistic2.py:43
↓ 2 callersFunctionsigmoid
(z)
logistic_regression_class/logistic_xor.py:42
↓ 2 callersFunctionsigmoid
(z)
logistic_regression_class/logistic4.py:43
↓ 2 callersFunctionsmooth
(x)
rl3/plot_ddpg_result.py:6
↓ 2 callersFunctionsoftmax
(a)
nlp_class2/neural_network.py:58
↓ 2 callersFunctionsoftmax
(a)
nlp_class2/neural_network2.py:58
↓ 2 callersFunctionstack_inputs
(inputs, story_maxsents, story_maxlen)
nlp_class3/memory_network.py:142
↓ 2 callersMethodstep
(self, action)
tf2.0/rl_trader.py:174
↓ 2 callersMethodstep
(self, action)
tf2.0/keras_trader.py:181
↓ 2 callersMethodstep
(self, action)
tf2.0/mlp_trader.py:162
↓ 2 callersMethodstep
(self, action)
rl/linear_rl_trader.py:168
↓ 2 callersFunctionstr2tree
(s, word2idx)
nlp_class2/util.py:96
↓ 2 callersFunctionstyle_loss
(y, t)
cnn_class2/style_transfer2.py:42
↓ 2 callersFunctiontokenize
Return the tokens of a sentence including punctuation. >>> tokenize('Bob dropped the apple. Where is the apple?') ['Bob', 'dropped', 'the', 'appl
nlp_class3/memory_network.py:40
↓ 2 callersFunctiontokens_to_vector
(tokens, label)
nlp_class/sentiment.py:94
↓ 2 callersFunctiontotal_f1_score
(T, Y)
nlp_class2/pos_hmm.py:34
↓ 2 callersMethodtransform
(self, df)
supervised_class2/rf_regression.py:51
↓ 2 callersMethodtransform
(self, observation)
rl2/cartpole/q_learning_bins.py:44
↓ 2 callersMethodtransform
(self, X)
unsupervised_class2/rbm_tf.py:115
↓ 2 callersFunctiontree2list
(tree, parent_idx, is_binary=False)
nlp_class2/rntn_tensorflow_rnn.py:266
↓ 2 callersFunctiontree2list
(tree, parent_idx, is_binary=False, is_left=False, is_right=False)
nlp_class2/recursive_theano.py:205
↓ 2 callersFunctiontree2list
(tree, parent_idx, is_binary=False)
nlp_class2/rntn_theano.py:261
↓ 2 callersFunctionunpreprocess
(img)
cnn_class2/style_transfer1.py:87
↓ 2 callersMethodupdate
(self, x)
ab_testing/ucb1_starter.py:29
↓ 2 callersMethodupdate
(self, x)
rl/ucb1_starter.py:29
↓ 2 callersMethodupdate
(self, env)
rl/tic_tac_toe.py:117
↓ 2 callersMethodupdate
(self, x)
rl/comparing_explore_exploit_methods.py:29
↓ 2 callersMethodupdate_state
(self, obs)
rl3/a2c/a2c.py:119
↓ 2 callersMethodupdate_state_history
(self, s)
rl/tic_tac_toe.py:110
↓ 2 callersFunctionvectorize_stories
(data, word2idx, story_maxlen, query_maxlen)
nlp_class3/memory_network.py:123
↓ 2 callersFunctionvisualize
(label)
nlp_class/spam2.py:61
↓ 2 callersFunctionvisualize
(label)
svm_class/svm_spam.py:56
↓ 2 callersFunctionwatch_agent
(model, env, eps)
rl/cartpole_gym0.19.py:83
↓ 2 callersFunctionwatch_agent
(model, env, eps)
rl/cartpole.py:85
↓ 2 callersFunctionwrap_deepmind
Configure environment for DeepMind-style Atari.
rl3/a2c/atari_wrappers.py:227
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