🚀 Feature
Current formula of ManhattanDistance is not correct, it misses an absolute value. The idea is to use sklearn to ensure good computation.
Current implementation of ManhattanDistance metric is not compatible with ddp. The idea is to improve this metric to work in parallel.
Related to #1284