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Added FeatureRanker, a flexible feature ranking estimator using multiple feature importance metrics
new functions kl_divergence and sobol_index
added option to tree-based models to ignore specific variables in prediction, by following both the splits on nodes occurring on that dimensions, as the keyword ignore_dims to the predict function
added option sampling_share to RandomForestEstimator model
DOC: added Benchmarks (but then temporarily removed due to the issue of SystemBenchmark not installable, see this issue )
