DataPredict Neural [Release 1.2] - PyTorch-like Deep Learning Library Meets Roblox!

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#34

Release Version 1.0 / Beta Version 0.6.0

Added

  • Shape Transformation Blocks:

    • Permute

  • Attention Blocks:

    • BaseAttentionBlock

    • ScaledDotProductAttention

  • Deep Reinforcement Models:

    • DeepQLearning

    • DeepDoubleQLearningV1

    • DeepDoubleQLearningV2

    • DeepClippedDoubleQLearning

    • DeepStateActionRewardStateAction

    • DeepDoubleStateActionRewardStateActionV1

    • DeepDoubleStateActionRewardStateActionV2

    • DeepExpectedStateActionRewardStateAction

    • DeepDoubleExpectedStateActionRewardStateActionV1

    • DeepDoubleExpectedStateActionRewardStateActionV2

    • ActorCritic

    • AdvantageActorCritic

    • ProximalPolicyOptimization

    • ProximalPolicyOptimizationClip

    • REINFORCE

    • VanillaPolicyGradient

  • Value Schedulers:

    • BaseValueScheduler

    • TimeDecay

    • StepDecay

Changes

  • setClassesList() function and getClassesList() function are added to Sequential Container.

  • Removed “numberOfData” parameter from the BaseCostFunction’s calculateCostValue() function and calculateLossTensor() function.

  • setLearningRateScheduler() function and getLearningRateScheduler() function are added to the BaseOptimizer

Side Notes

Please update your TensorL library for bug fixes.

2 Likes
#35

Release Version 1.1 / Beta Version 0.7.0

Added

  • Expansion Blocks:

    • BaseExpansionBlock

    • ExpandNumberOfDimensions

    • ExpandDimensionSizes

1 Like
#37

(post deleted by author)

#38

Release Version 1.2 / Beta Version 0.8.0

Changes

  • Moved InputHolder to Holder Blocks

  • Changed all the Shape Transformation Blocks settings so that it saves the transformed tensor.

Added

  • Holder Blocks:

    • BaseHolderBlock

    • VariableHolder

    • NullaryFunctionHolder

2 Likes