mlpack v3.4.0 Release Notes
Release Date: 2020-09-01 // over 3 years ago-
๐ Released Sept. 1st, 2020.
โ Issue warnings when metrics produce NaNs in KFoldCV (#2595).
Added bindings for R during Google Summer of Code (#2556).
โ Added common striptype function for all bindings (#2556).
๐จ Refactored common utility function of bindings to bindings/util (#2556).
Renamed InformationGain to HoeffdingInformationGain in
methods/hoeffding_trees/information_gain.hpp
(#2556).โ Added macro for changing stream of printing and warnings/errors (#2556).
โ Added Spatial Dropout layer (#2564).
๐ฎ Force CMake to show error when it didn't find Python/modules (#2568).
๐จ Refactor
ProgramInfo()
to separate out all the different information (#2558).โ Add bindings for one-hot encoding (#2325).
โ Added Soft Actor-Critic to RL methods (#2487).
โ Added Categorical DQN to q_networks (#2454).
โ Added N-step DQN to q_networks (#2461).
โ Add Silhoutte Score metric and Pairwise Distances (#2406).
โ Add Go bindings for some missed models (#2460).
Replace boost program_options dependency with CLI11 (#2459).
โ Additional functionality for the ARFF loader (#2486); use case sensitive categories (#2516).
Add
bayesian_linear_regression
binding for the command-line, Python, Julia, and Go. Also called "Bayesian Ridge", this is equivalent to a version of linear regression where the regularization parameter is automatically tuned (#2030).๐ Fix defeatist search for spill tree traversals (#2566, #1269).
๐ Fix incremental training of logistic regression models (#2560).
Change default configuration of
BUILD_PYTHON_BINDINGS
toOFF
(#2575).