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Support liberal mask in IBMA estimators (#848)
* Support liberal mask in IBMA * Use numba for calculating the bags * add test for _apply_liberal_mask() * Implement liberal mask across IBMA estimators * Update test_utils.py * Update ibma.py * Update utils.py * Update test_utils.py * Incorporate @tsalo suggestion: Outputs DoF maps * Set data type * Update docstring * Add doctring. Remove voxels with less that 2 studies from the analsysis * Update utils.py * Update utils.py * Remove resample option from IBMA examples * Apply @jdkent suggestions * Update ibma.py
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