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oj! Algorithms v48.3.0 Release Notes

Release Date: 2020-09-03 // over 3 years ago

  • ➕ Added

    org.ojalgo.ann

    • 👌 Support for float.
    • Possible to "get" all individual parameters of the network
    • Possibility to save trained networks to disk (and then later read them back)
    • 🏗 Separate between building, training and invoking the network - 3 different classes to do that.
    • Possible to have several network invokers used in different threads.
    • 👌 Support for dropouts as well as L1 and L2 regularisation when training the network.

    🔄 Changed

    org.ojalgo.ann

    • 🗄 The NetworkBuilder has been split into a NetworkBuilder and a NetworkTrainer. Most of the previous API is still in place, but deprecated, and in many of those cases old code referencing NetworkBuilder needs to instead use the new NetworkTrainer. The new NetworkBuilder primarily enables a better way to construct the network. Most of the previously existing stuff is in the new NetworkTrainer;

    🗄 Deprecated

    org.ojalgo.ann

    • 🏗 Several things regarding how to build/train and invoke a neural network has been redesigned resulting in deprecations of specific methods.