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bruceyoungsysudelaray
bruceyoungsysu
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Add chapter 12 and 13 Baysian models (aimacode#1088)
* chapter 18 learning * add chapter 19 * move init dataset in NN learner * add adam optimizer, add nn learner * remove cpt 19 for debug * change while loop in games4e * add chapter 19 * add sgd and adam optimizer * add chpt19 deep nn * add rnn * add auto encoder * add comments, correct tests * add more comments, change algorithms according to orders of chapter sections * add keras and numpy to requirements * add tf as requirement * add gc in test agent * fix agent bugs for running test_agent and test_agent_4e together * fix build error * add chapter 21 and 22 * add chapter 12 and part of 13 * remove chapter 12 and 13, add test of rl * modify rnn test * add chapter 12 and 13 * change gaussian kernel util function * fix example bugs * fix build bug
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‎.travis.yml

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- pip install tensorflow
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- pip install opencv-python
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script:
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- py.test --cov=./
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- python -m doctest -v *.py

‎DeepNeuralNet4e.py

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import math
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import statistics
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from utils4e import sigmoid, dotproduct, softmax1D, conv1D, GaussianKernel, element_wise_product, \
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from utils4e import sigmoid, dotproduct, softmax1D, conv1D, gaussian_kernel_2d, GaussianKernel, element_wise_product, \
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vector_add, random_weights, scalar_vector_product, matrix_multiplication, map_vector
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import random
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