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@rcurtin rcurtin released this 01 Sep 22:19
· 5559 commits to master since this release
3.4.0
85836de

Released Sept. 1st, 2020.

  • Issue warnings when metrics produce NaNs in KFoldCV (#2595).

  • Added bindings for R during Google Summer of Code (#2556).

  • Added common striptype function for all bindings (#2556).

  • Refactored common utility function of bindings to bindings/util (#2556).

  • Renamed InformationGain to HoeffdingInformationGain in methods/hoeffding_trees/information_gain.hpp (#2556).

  • Added macro for changing stream of printing and warnings/errors (#2556).

  • Added Spatial Dropout layer (#2564).

  • Force CMake to show error when it didn't find Python/modules (#2568).

  • Refactor ProgramInfo() to separate out all the different information (#2558).

  • Add bindings for one-hot encoding (#2325).

  • Added Soft Actor-Critic to RL methods (#2487).

  • Added Categorical DQN to q_networks (#2454).

  • Added N-step DQN to q_networks (#2461).

  • Add Silhoutte Score metric and Pairwise Distances (#2406).

  • Add Go bindings for some missed models (#2460).

  • Replace boost program_options dependency with CLI11 (#2459).

  • 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).

  • Fix defeatist search for spill tree traversals (#2566, #1269).

  • Fix incremental training of logistic regression models (#2560).

  • Change default configuration of BUILD_PYTHON_BINDINGS to OFF (#2575).

Assets 2