Changes in version 12.0 o Replaces isFrame with isDataFrame. o Updated CITATION file. Changes in version 11.0 o Link to publication in Scientific Reports. Changes in version 10.0 o JMI3 filter. o Fixed race condition in min/max CMI scorers. o Link to the publication in SoftwareX. Changes in version 9.0 o Maximal pairwise JMI scorer added. o Extreme pairwise CMI scorers added. o Alternative form of CMI score matrix. o Fixed clang-13 issue with OpenMP. o Updated URLs. Changes in version 8.0 o Single vector can be given as the X argument. o Three-feature MI scorer. o Kendall transformation. o Joint entropy scorer. o Future-proofing for R 4.0. Changes in version 7.0 o Information score matrices. o New conditional mutual estimation engine. o CMI selection method. o MRMR can now stop on negative score. o Pure implementations are now based on native scorers. Changes in version 6.0 o Defunct setOmpThreads removed. o Entropy scores function. o Robust against degenerate data frames. o Migration from GitHub to GitLab. o Fixed CMIM documentation and pure implementation to be compatible with the paper. Changes in version 5.0 o JIM algorithm as an alternative version of JMI which is using Gini impurity instead of information gain. o Gini impurity feature scorer. o Fixed instability in breaking ties between equivalent features in multi-threaded case. Now, feature of a lowest index is always returned. Changes in version 4.1 o Fixed code used to auto-cut numerical values into bins; maximal value used to be wrapped to the minimal bin, which was substantially altering results. Changes in version 4.0 o MI, CMI, JMI and NJMI feature scorers. o Parallelism is now controlled by threads argument. o Documentation improvements. o Fixed MIM handing of many features with zero score; thanks to smilesun for spotting this. Changes in version 3.0 o Installation possible without OpenMP support. o Fixed segfault in NJMIM/JMIM for certain, specific inputs. o Faster internal hash table. o Faster CMIM/NJMIM/JMIM due to Fleuret's algorithm. o New output format. Changes in version 2.0 o OpenMP parallelism in all praznik functions. o Fixed segfault for constant numerical features. Thanks to alecuba16 for spotting this. Changes in version 1.0 o First public release.