add section 3 - #3
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* changed queue to set in AC3 Changed queue to set in AC3 (as in the pseudocode of the original algorithm) to reduce the number of consistency-check due to the redundancy of the same arcs in queue. For example, on the harder1 configuration of the Sudoku CSP the number consistency-check has been reduced from 40464 to 12562! * re-added test commented by mistake * added the mentioned AC4 algorithm for constraint propagation AC3 algorithm has non-optimal worst case time-complexity O(cd^3 ), while AC4 algorithm runs in O(cd^2) worst case time * added doctest in Sudoku for AC4 and and the possibility of choosing the constant propagation algorithm in mac inference * removed useless doctest for AC4 in Sudoku because AC4's tests are already present in test_csp.py * added map coloring SAT problems * fixed typo errors and removed unnecessary brackets * reformulated the map coloring problem * Revert "reformulated the map coloring problem" This reverts commit 20ab0e5. * Revert "fixed typo errors and removed unnecessary brackets" This reverts commit f743146. * Revert "added map coloring SAT problems" This reverts commit 9e0fa55. * Revert "removed useless doctest for AC4 in Sudoku because AC4's tests are already present in test_csp.py" This reverts commit b3cd24c. * Revert "added doctest in Sudoku for AC4 and and the possibility of choosing the constant propagation algorithm in mac inference" This reverts commit 6986247. * Revert "added the mentioned AC4 algorithm for constraint propagation" This reverts commit 03551fb. * added map coloring SAT problem * fixed build error * Revert "added map coloring SAT problem" This reverts commit 93af259. * Revert "fixed build error" This reverts commit 6641c2c. * added map coloring SAT problem * removed redundant parentheses
* 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 * fix build error * Update utils4e.py
* 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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