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Functions1,092 in github.com/csawtelle/udemy-machine-learning-examples

⨍ Functions 1,092◇ Types & classes 147
↓ 1 callersMethodpredict
(self, X)
rl2/cartpole/pg_theano.py:101
↓ 1 callersMethodpredict
(self, X)
rl2/cartpole/pg_theano.py:167
↓ 1 callersMethodpredict
(self, X)
rl2/cartpole/pg_tf.py:102
↓ 1 callersMethodpredict
(self, X)
unsupervised_class2/vanishing.py:109
↓ 1 callersMethodpredict
(self, X)
unsupervised_class2/autoencoder.py:195
↓ 1 callersMethodpredict
(self, X)
supervised_class/dt.py:149
↓ 1 callersMethodpredict
(self, X)
supervised_class/dt.py:166
↓ 1 callersMethodpredict
(self, X)
supervised_class/bayes.py:29
↓ 1 callersMethodpredict
(self, X)
supervised_class/nb.py:32
↓ 1 callersMethodpredict_one
(self, x)
supervised_class/dt.py:130
↓ 1 callersMethodprior_predictive_with_input
(self, Z)
unsupervised_class3/vae_tf.py:194
↓ 1 callersMethodpull
(self)
rl/comparing_epsilons.py:18
↓ 1 callersMethodpull
(self)
rl/ucb1.py:20
↓ 1 callersMethodpull
(self)
rl/optimistic_initial_values.py:19
↓ 1 callersFunctionrandom_action
(a)
rl/monte_carlo_random.py:13
↓ 1 callersFunctionrandom_normalized
(d1, d2)
hmm_class/hmmc_scaled_concat.py:12
↓ 1 callersFunctionrandom_normalized
(d1, d2)
hmm_class/hmmc_scaled_concat_diag.py:12
↓ 1 callersFunctionrandom_normalized
(d1, d2)
hmm_class/hmmc.py:12
↓ 1 callersFunctionrandom_normalized
(d1, d2)
hmm_class/hmmc_concat.py:13
↓ 1 callersFunctionrandom_normalized
(d1, d2)
hmm_class/hmmc_theano.py:14
↓ 1 callersFunctionrandom_sample
(d)
nlp_class/article_spinner.py:52
↓ 1 callersFunctionrandom_search
()
ann_class2/random_search.py:18
↓ 1 callersFunctionrandom_search
(env, pmodel, gamma)
rl2/mountaincar/pg_tf_random.py:203
↓ 1 callersFunctionrandom_search
(env, pmodel, gamma)
rl2/mountaincar/pg_theano_random.py:174
↓ 1 callersFunctionrandom_search
(env)
rl2/cartpole/random_search.py:44
↓ 1 callersFunctionrandom_search
(env)
rl2/cartpole/save_a_video.py:44
↓ 1 callersFunctionreal_signal
()
hmm_class/hmmc_scaled_concat_diag.py:206
↓ 1 callersFunctionrelu
(a)
ann_class2/theano_gpu.py:21
↓ 1 callersFunctionrelu
(a)
ann_class2/theano2.py:21
↓ 1 callersFunctionrelu
(a)
rnn_class/renet_mnist.py:20
↓ 1 callersFunctionremove_punctuation
(s)
hmm_class/frost.py:13
↓ 1 callersFunctionreplace_missing
(df)
supervised_class2/rf_classification.py:66
↓ 1 callersMethodreset_history
(self)
rl/tic_tac_toe.py:43
↓ 1 callersMethodreward
(self, sym)
rl/tic_tac_toe.py:142
↓ 1 callersFunctionrun_experiment
(p1, p2, N)
ab_testing/chisquare.py:46
↓ 1 callersFunctionrun_experiment
(p1, p2, p3, N)
ab_testing/convergence.py:9
↓ 1 callersFunctionrun_experiment
(m1, m2, m3, N)
rl/ucb1.py:34
↓ 1 callersFunctionrun_experiment
(m1, m2, m3, N)
rl/comparing_explore_exploit_methods.py:69
↓ 1 callersFunctionrun_experiment
(m1, m2, m3, N, upper_limit=10)
rl/optimistic_initial_values.py:27
↓ 1 callersFunctionrun_experiment_decaying_epsilon
(m1, m2, m3, N)
rl/comparing_explore_exploit_methods.py:36
↓ 1 callersMethodsample
(self)
unsupervised_class3/bayes_classifier_gaussian.py:35
↓ 1 callersMethodsample
(self, n)
unsupervised_class3/dcgan_theano.py:552
↓ 1 callersMethodsample_action
(self, x, eps)
rl2/atari/dqn_tf.py:141
↓ 1 callersMethodsample_action
(self, x, eps)
rl2/atari/dqn_theano.py:213
↓ 1 callersMethodsample_action
(self, x, eps)
rl2/atari/dqn_tf_alt.py:203
↓ 1 callersMethodsample_action
(self, X)
rl2/mountaincar/pg_tf_random.py:131
↓ 1 callersMethodsample_action
(self, s, eps)
rl2/mountaincar/q_learning.py:86
↓ 1 callersMethodsample_action
(self, X)
rl2/mountaincar/pg_theano_random.py:112
↓ 1 callersMethodsample_action
(self, s, eps)
rl2/cartpole/q_learning.py:82
↓ 1 callersMethodsample_action
(self, s, eps)
rl2/cartpole/q_learning_bins.py:68
↓ 1 callersMethodsample_action
(self, x, eps)
rl2/cartpole/dqn_tf.py:148
↓ 1 callersMethodsample_action
(self, x, eps)
rl2/cartpole/dqn_theano.py:164
↓ 1 callersMethodsample_action
(self, s, eps)
rl2/cartpole/td_lambda.py:72
↓ 1 callersFunctionsample_cluster_identity
(phi)
bayesian_ml/4/npbgmm.py:41
↓ 1 callersFunctionsample_from_X
(X, m0, c0, a0, B0)
bayesian_ml/4/npbgmm.py:62
↓ 1 callersMethodsample_h_given_v
(self, V)
unsupervised_class2/rbm.py:91
↓ 1 callersMethodsample_v_given_h
(self, H)
unsupervised_class2/rbm.py:96
↓ 1 callersMethodsave
(self, filename)
rnn_class/rrnn_language.py:90
↓ 1 callersMethodsave
(self, filename)
rnn_class/srn_language_tf.py:158
↓ 1 callersMethodsave
(self, fn)
nlp_class2/word2vec.py:280
↓ 1 callersMethodsave
(self, filename)
unsupervised_class2/unsupervised.py:94
↓ 1 callersFunctionsave_response_content
(r, dest)
unsupervised_class3/util.py:116
↓ 1 callersMethodscore
(self, X, Y)
hmm_class/hmm_classifier.py:31
↓ 1 callersMethodset
(self, pi, A, R, mu, sigma)
hmm_class/hmmc_scaled_concat.py:198
↓ 1 callersMethodset
(self, preSoftmaxPi, preSoftmaxA, preSoftmaxB)
hmm_class/hmmd_tf.py:99
↓ 1 callersMethodset
(self, pi, A, R, mu, sigma)
hmm_class/hmmc_scaled_concat_diag.py:195
↓ 1 callersMethodset
(self, pi, A, R, mu, sigma)
hmm_class/hmmc.py:197
↓ 1 callersMethodset
(self, pi, A, R, mu, sigma)
hmm_class/hmmc_concat.py:199
↓ 1 callersMethodset
(self, preSoftmaxPi, preSoftmaxA, preSoftmaxR, mu, logSigma)
hmm_class/hmmc_tf.py:133
↓ 1 callersMethodset
(self, We, Wx, Wh, bh, h0, Wo, bo, activation)
rnn_class/srn_language.py:135
↓ 1 callersMethodset
(self, rewards, actions)
rl/grid_world.py:13
↓ 1 callersMethodset_session
(self, session)
hmm_class/hmmd_tf.py:20
↓ 1 callersMethodset_session
(self, session)
rl2/cartpole/pg_tf.py:86
↓ 1 callersMethodset_session
(self, session)
rl2/cartpole/pg_tf.py:142
↓ 1 callersMethodset_session
(self, session)
unsupervised_class2/autoencoder_tf.py:22
↓ 1 callersMethodset_verbose
(self, v)
rl/tic_tac_toe.py:39
↓ 1 callersFunctionsigmoid
(a)
ann_class/forwardprop.py:32
↓ 1 callersFunctionsigmoid
(z)
logistic_regression_class/logistic1.py:24
↓ 1 callersFunctionsigmoid
(z)
logistic_regression_class/logistic_visualize.py:30
↓ 1 callersFunctionsigmoid
(a)
ann_logistic_extra/logistic_predict.py:12
↓ 1 callersFunctionsigmoid
(a)
ann_logistic_extra/logistic_train.py:22
↓ 1 callersFunctionslow_dot_product
(a, b)
numpy_class/dot_for.py:10
↓ 1 callersFunctionsoftmax
(a)
ann_logistic_extra/logistic_softmax_train.py:33
↓ 1 callersFunctionsoftmax
(a)
ann_logistic_extra/ann_train.py:36
↓ 1 callersFunctionsoftmax
(a)
ann_logistic_extra/ann_predict.py:16
↓ 1 callersFunctionsoftplus
(x)
unsupervised_class3/parameterize_guassian.py:13
↓ 1 callersMethodtake_action
(self, env)
rl/tic_tac_toe.py:46
↓ 1 callersFunctiontest_donut
()
ann_class/batch_donut.py:59
↓ 1 callersFunctiontest_pretraining_dnn
()
unsupervised_class2/autoencoder_tf.py:177
↓ 1 callersFunctiontest_single_autoencoder
()
unsupervised_class2/autoencoder.py:218
↓ 1 callersFunctiontest_xor
()
ann_class/xor_donut.py:68
↓ 1 callersFunctiontokens_to_vector
(tokens)
nlp_class/lsa.py:60
↓ 1 callersFunctiontokens_to_vector
(tokens)
unsupervised_class2/tsne_books.py:56
↓ 1 callersFunctiontokens_to_vector
(tokens)
unsupervised_class/books.py:58
↓ 1 callersMethodtrain
(self, target_network)
rl2/cartpole/dqn_tf.py:108
↓ 1 callersMethodtrain
(self, target_network)
rl2/cartpole/dqn_theano.py:131
↓ 1 callersFunctiontrain_poetry
()
rnn_class/poetry_classifier.py:143
↓ 1 callersFunctiontrain_poetry
(session, dims, savefile)
rnn_class/srn_language_tf.py:208
↓ 1 callersFunctiontrain_wikipedia
(we_file='lstm_word_embeddings.npy', w2i_file='lstm_wikipedia_word2idx.json')
rnn_class/lstm_wiki.py:93
↓ 1 callersFunctiontrain_wikipedia
(we_file='word_embeddings.npy', w2i_file='wikipedia_word2idx.json', RecurrentUnit=GRU)
rnn_class/batch_wiki.py:127
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