added binary and multiclass SVM with tests #1135
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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!
AC3 algorithm has non-optimal worst case time-complexity O(cd^3 ), while AC4 algorithm runs in O(cd^2) worst case time
…he constant propagation algorithm in mac inference
…eady present in test_csp.py
This reverts commit 20ab0e5.
This reverts commit f743146.
This reverts commit 9e0fa55.
… are already present in test_csp.py" This reverts commit b3cd24c.
…oosing the constant propagation algorithm in mac inference" This reverts commit 6986247.
This reverts commit 03551fb.
This reverts commit 93af259.
This reverts commit 6641c2c.
This reverts commit 9d37ae0.
antmarakis
requested changes
Dec 2, 2019
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Sorry for the late reply! I have some questions regarding this PR, since it is too large to keep track of everything.
Speaking of which, please keep your PRs as focused as possible, since it is difficult to review 41 changed files. I am afraid large PRs like that are going to get closed in the future, unless there is a good reason for their size.
| labels = np.unique(y) | ||
| self.n_class = len(labels) | ||
| if self.decision_function == 'ovr': # one-vs-rest method | ||
| for label in labels: |
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Again here, the variable names could be a bit more descriptive.
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