IDSIA / bayesRecon / #9

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Merge e2e files related to bayesrecon (#19)

* added bPMF

* added empirical PMF via KDE

* added hier_TD + functions for bPMF

* Updated PMF.from_samples

* updated bPMF functions; added copulas

* updated TD functions + speedup

* added .impute_ts and .aggr_ts

* added t copula; fixed bpmf shrink; optimized IPFP

* minor fix

* added hier_TD_Hstep

* convert sample matrix to integer for memory reasons

* added Frank copula + improved code for copula cdf

* minor fix

* optimized .check_hierarchical

* added hier_TD_e2e + parallelization of top-down algorithm

* improved managements of supports and smoothing; added parallel computation of upper forecasts in hier_TD_e2e

* fixed minor bug

* added time print

* changed computation of tau

* deleted e2e files

* removed e2e functions from utils

* removed e2e functions from PMF

* Fixed test failures.

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Co-authored-by: Dario Azzimonti <dario.azzimonti@gmail.com>

18 of 43 new or added lines in 3 files covered. (41.86%)

813 of 963 relevant lines covered (84.42%)

80023.4 hits per line