Hierarchy For All Packages

Package Hierarchies:

• io.github.kirstenali.deepj.activations,
• io.github.kirstenali.deepj.autograd,
• io.github.kirstenali.deepj.chatui,
• io.github.kirstenali.deepj.cli,
• io.github.kirstenali.deepj.concurrent,
• io.github.kirstenali.deepj.data,
• io.github.kirstenali.deepj.examples,
• io.github.kirstenali.deepj.inference,
• io.github.kirstenali.deepj.layers,
• io.github.kirstenali.deepj.layers.transformer,
• io.github.kirstenali.deepj.layers.transformer.attention,
• io.github.kirstenali.deepj.layers.transformer.blocks,
• io.github.kirstenali.deepj.layers.transformer.norm,
• io.github.kirstenali.deepj.loss,
• io.github.kirstenali.deepj.nn,
• io.github.kirstenali.deepj.nn.transformer,
• io.github.kirstenali.deepj.nn.transformer.loop,
• io.github.kirstenali.deepj.nn.transformer.nova,
• io.github.kirstenali.deepj.nn.transformer.orbit,
• io.github.kirstenali.deepj.nn.transformer.origin,
• io.github.kirstenali.deepj.nn.transformer.prism,
• io.github.kirstenali.deepj.optimisers,
• io.github.kirstenali.deepj.persistence,
• io.github.kirstenali.deepj.publishing,
• io.github.kirstenali.deepj.tensor,
• io.github.kirstenali.deepj.tensor.cpu,
• io.github.kirstenali.deepj.tensor.metal,
• io.github.kirstenali.deepj.tokenizers,
• io.github.kirstenali.deepj.tokenizers.bpe,
• io.github.kirstenali.deepj.training,
• io.github.kirstenali.deepj.transformer,
• io.github.kirstenali.deepj.transformer.embeddings

Class Hierarchy

• java.lang.Object
  • io.github.kirstenali.deepj.autograd.ActivationOps
  • io.github.kirstenali.deepj.optimisers.AdamW (implements io.github.kirstenali.deepj.optimisers.ParameterOptimizer)
  • javafx.application.Application
    • io.github.kirstenali.deepj.chatui.BaseChatApp
      • io.github.kirstenali.deepj.chatui.ChatApp
  • io.github.kirstenali.deepj.autograd.AttentionOps
  • io.github.kirstenali.deepj.autograd.Autograd
  • io.github.kirstenali.deepj.autograd.AxisReductionOps
  • io.github.kirstenali.deepj.tensor.BackwardBuffers (implements java.lang.AutoCloseable)
  • io.github.kirstenali.deepj.examples.BenchmarkDeepJ100M
  • io.github.kirstenali.deepj.examples.BenchmarkDeepJLoop100M
  • io.github.kirstenali.deepj.layers.BiasFreeLinear (implements io.github.kirstenali.deepj.layers.Projection)
  • io.github.kirstenali.deepj.autograd.BinaryOps
  • io.github.kirstenali.deepj.tokenizers.bpe.BPEModelIO
  • io.github.kirstenali.deepj.tokenizers.bpe.BPETokenizer (implements io.github.kirstenali.deepj.tokenizers.Tokenizer)
  • io.github.kirstenali.deepj.tokenizers.bpe.BPETrainer
  • io.github.kirstenali.deepj.autograd.BroadcastOps
  • io.github.kirstenali.deepj.tokenizers.ByteTokenizer (implements io.github.kirstenali.deepj.tokenizers.Tokenizer)
  • io.github.kirstenali.deepj.training.CausalLMEvaluation
  • io.github.kirstenali.deepj.training.CausalLMTraining
  • io.github.kirstenali.deepj.chatui.ChatWindow
  • io.github.kirstenali.deepj.tensor.ComputeGraph
  • io.github.kirstenali.deepj.tensor.cpu.CpuBackend
  • io.github.kirstenali.deepj.tensor.CpuNdAdamW
  • io.github.kirstenali.deepj.tensor.CpuNdAssignment
  • io.github.kirstenali.deepj.tensor.CpuNdCrossEntropy
  • io.github.kirstenali.deepj.tensor.CpuNdElementwise
  • io.github.kirstenali.deepj.tensor.CpuNdIndexing
  • io.github.kirstenali.deepj.tensor.CpuNdMatmul
  • io.github.kirstenali.deepj.tensor.CpuNdNormalization
  • io.github.kirstenali.deepj.tensor.CpuNdPosition
  • io.github.kirstenali.deepj.tensor.CpuNdReduction
  • io.github.kirstenali.deepj.tensor.CpuNdSoftmax
  • io.github.kirstenali.deepj.tensor.CpuNdStatistics
  • io.github.kirstenali.deepj.tensor.CpuNdSwiGlu
  • io.github.kirstenali.deepj.tensor.CpuRowAccess
  • io.github.kirstenali.deepj.tensor.CrossEntropyChecks
  • io.github.kirstenali.deepj.tensor.CrossEntropyDefaults
  • io.github.kirstenali.deepj.loss.CrossEntropyLoss (implements io.github.kirstenali.deepj.loss.LossFunction)
  • io.github.kirstenali.deepj.nn.transformer.DecoderOnlyModel (implements io.github.kirstenali.deepj.nn.transformer.CausalLM, io.github.kirstenali.deepj.persistence.Persistable)
    • io.github.kirstenali.deepj.nn.transformer.loop.DeepJLoop
    • io.github.kirstenali.deepj.nn.transformer.nova.DeepJNova
    • io.github.kirstenali.deepj.nn.transformer.orbit.DeepJOrbit
    • io.github.kirstenali.deepj.nn.transformer.origin.DeepJOrigin
    • io.github.kirstenali.deepj.nn.transformer.prism.DeepJPrism
  • io.github.kirstenali.deepj.nn.transformer.DeepJChat
  • io.github.kirstenali.deepj.chatui.DeepJChatService (implements io.github.kirstenali.deepj.chatui.ChatService)
  • io.github.kirstenali.deepj.cli.DeepJCli (implements java.lang.Runnable)
  • io.github.kirstenali.deepj.concurrent.DeepJExecutor
  • io.github.kirstenali.deepj.nn.transformer.loop.DeepJLoopParameterCount
  • io.github.kirstenali.deepj.publishing.DeepJModelBundle
  • io.github.kirstenali.deepj.nn.transformer.nova.DeepJNovaParameterCount
  • io.github.kirstenali.deepj.layers.transformer.blocks.DeepJNovaTransformerBlock
  • io.github.kirstenali.deepj.layers.transformer.blocks.DeepJOrbitTransformerBlock
  • io.github.kirstenali.deepj.transformer.DeepJOrbitTransformerBuilder
  • io.github.kirstenali.deepj.chatui.DeepJOriginChatService (implements io.github.kirstenali.deepj.chatui.ChatService)
  • io.github.kirstenali.deepj.layers.transformer.blocks.DeepJOriginTransformerBlock
  • io.github.kirstenali.deepj.transformer.DeepJOriginTransformerBuilder
  • io.github.kirstenali.deepj.chatui.DeepJPrismChatService (implements io.github.kirstenali.deepj.chatui.ChatService)
  • io.github.kirstenali.deepj.nn.transformer.prism.DeepJPrismParameterCount
  • io.github.kirstenali.deepj.layers.transformer.blocks.DeepJPrismTransformerBlock
  • io.github.kirstenali.deepj.transformer.DeepJPrismTransformerBuilder
  • io.github.kirstenali.deepj.transformer.embeddings.Embedding (implements io.github.kirstenali.deepj.training.Trainable)
  • io.github.kirstenali.deepj.examples.EvaluateDeepJ100M
  • io.github.kirstenali.deepj.examples.EvaluateDeepJ90M
  • io.github.kirstenali.deepj.examples.EvaluateDeepJ90MPretraining
  • io.github.kirstenali.deepj.examples.EvaluateDeepJLoop100M
  • io.github.kirstenali.deepj.examples.EvaluateDeepJPrismKnowledge
  • io.github.kirstenali.deepj.examples.ExportFrisky90M
  • io.github.kirstenali.deepj.examples.FineTuneDeepJ100M
  • io.github.kirstenali.deepj.examples.FineTuneDeepJ90M
  • io.github.kirstenali.deepj.examples.FineTuneDeepJLoop100M
  • io.github.kirstenali.deepj.examples.FineTuneDeepJPrismKnowledge
  • io.github.kirstenali.deepj.training.FixedTextValidation
  • io.github.kirstenali.deepj.nn.FNN (implements io.github.kirstenali.deepj.layers.Layer)
  • io.github.kirstenali.deepj.examples.FormatAlpacaText
  • io.github.kirstenali.deepj.activations.GELU (implements io.github.kirstenali.deepj.activations.ActivationFunction)
  • io.github.kirstenali.deepj.examples.GenerateFactDataset
  • io.github.kirstenali.deepj.tensor.GpuAllocations
  • io.github.kirstenali.deepj.tensor.GpuBuffer
  • io.github.kirstenali.deepj.autograd.GradientState
  • io.github.kirstenali.deepj.autograd.GradMode (implements java.lang.AutoCloseable)
  • io.github.kirstenali.deepj.tensor.GraphOpHistogram
  • io.github.kirstenali.deepj.layers.transformer.attention.GroupedQueryAttention (implements io.github.kirstenali.deepj.layers.Layer)
  • io.github.kirstenali.deepj.tensor.HeadCacheOps
  • io.github.kirstenali.deepj.tensor.HeadLayout
  • io.github.kirstenali.deepj.data.IndexedResponseTextDataset (implements java.lang.AutoCloseable)
  • io.github.kirstenali.deepj.inference.InferenceContext (implements java.lang.AutoCloseable)
  • io.github.kirstenali.deepj.layers.transformer.norm.LayerNorm1D (implements io.github.kirstenali.deepj.layers.transformer.norm.NormLayer)
  • io.github.kirstenali.deepj.autograd.LayoutOps
  • io.github.kirstenali.deepj.layers.Linear (implements io.github.kirstenali.deepj.layers.Projection)
  • io.github.kirstenali.deepj.transformer.LoopedTransformer (implements io.github.kirstenali.deepj.layers.Layer)
  • io.github.kirstenali.deepj.tensor.MatrixShapeChecks
  • io.github.kirstenali.deepj.tensor.metal.MetalBackend
  • io.github.kirstenali.deepj.examples.MidTrainDeepJ100M
  • io.github.kirstenali.deepj.examples.MidTrainDeepJ90M
  • io.github.kirstenali.deepj.examples.MidTrainDeepJLoop100M
  • io.github.kirstenali.deepj.nn.transformer.ModelLoader
  • io.github.kirstenali.deepj.persistence.ModelSerializer
  • io.github.kirstenali.deepj.nn.Module (implements io.github.kirstenali.deepj.layers.Layer)
    • io.github.kirstenali.deepj.nn.Activation
    • io.github.kirstenali.deepj.nn.Autoencoder
    • io.github.kirstenali.deepj.nn.BatchNorm
    • io.github.kirstenali.deepj.nn.Conv1D
    • io.github.kirstenali.deepj.nn.Conv2D
    • io.github.kirstenali.deepj.nn.Dropout
    • io.github.kirstenali.deepj.nn.EncoderAttention
    • io.github.kirstenali.deepj.nn.Flatten
    • io.github.kirstenali.deepj.nn.GlobalAveragePool
    • io.github.kirstenali.deepj.nn.Pool1D
    • io.github.kirstenali.deepj.nn.Pool2D
    • io.github.kirstenali.deepj.nn.Recurrent
      • io.github.kirstenali.deepj.nn.GRU
      • io.github.kirstenali.deepj.nn.LSTM
      • io.github.kirstenali.deepj.nn.RNN
    • io.github.kirstenali.deepj.nn.RecurrentCell
      • io.github.kirstenali.deepj.nn.GRUCell
      • io.github.kirstenali.deepj.nn.LSTMCell
      • io.github.kirstenali.deepj.nn.RNNCell
    • io.github.kirstenali.deepj.nn.Reshape
    • io.github.kirstenali.deepj.nn.Sequential
    • io.github.kirstenali.deepj.nn.TransformerEncoder
    • io.github.kirstenali.deepj.nn.TransformerEncoderLayer
  • io.github.kirstenali.deepj.loss.MSELoss (implements io.github.kirstenali.deepj.loss.LossFunction)
  • io.github.kirstenali.deepj.layers.transformer.attention.MultiHeadLatentAttention (implements io.github.kirstenali.deepj.layers.Layer)
  • io.github.kirstenali.deepj.layers.transformer.attention.MultiHeadSelfAttention (implements io.github.kirstenali.deepj.layers.Layer)
    • io.github.kirstenali.deepj.layers.transformer.attention.RoPEMultiHeadSelfAttention
  • io.github.kirstenali.deepj.nn.NdSupervisedTraining
  • io.github.kirstenali.deepj.nn.NetworkWeights
  • io.github.kirstenali.deepj.tensor.NormalizationChecks
  • io.github.kirstenali.deepj.autograd.NormalizationOps
  • io.github.kirstenali.deepj.tensor.OptimizerChecks
  • io.github.kirstenali.deepj.tensor.PackedLayouts
  • io.github.kirstenali.deepj.optimisers.Parameter
  • io.github.kirstenali.deepj.optimisers.ParameterFactory
  • io.github.kirstenali.deepj.transformer.embeddings.PositionalEmbedding (implements io.github.kirstenali.deepj.training.Trainable)
  • io.github.kirstenali.deepj.examples.PrepareKnowledgeCorpus
  • io.github.kirstenali.deepj.layers.ProjectionOps
  • io.github.kirstenali.deepj.data.RandomAccessTextDataset (implements io.github.kirstenali.deepj.data.StatefulTrainingDataset)
  • io.github.kirstenali.deepj.autograd.ReductionOps
  • io.github.kirstenali.deepj.activations.ReLU (implements io.github.kirstenali.deepj.activations.ActivationFunction)
  • io.github.kirstenali.deepj.data.ResponseOnlyTextDataset
  • io.github.kirstenali.deepj.layers.transformer.norm.RMSNorm1D (implements io.github.kirstenali.deepj.layers.transformer.norm.NormLayer)
  • io.github.kirstenali.deepj.transformer.embeddings.RotaryEmbedding
  • io.github.kirstenali.deepj.autograd.SelectionOps
  • io.github.kirstenali.deepj.tensor.SequenceLayout
  • io.github.kirstenali.deepj.data.SequentialTextDataset (implements io.github.kirstenali.deepj.data.StatefulTrainingDataset)
  • io.github.kirstenali.deepj.activations.Sigmoid (implements io.github.kirstenali.deepj.activations.ActivationFunction)
  • io.github.kirstenali.deepj.activations.SiLU (implements io.github.kirstenali.deepj.activations.ActivationFunction)
  • io.github.kirstenali.deepj.activations.Softmax (implements io.github.kirstenali.deepj.activations.ActivationFunction)
  • io.github.kirstenali.deepj.training.SupervisedTraining
  • io.github.kirstenali.deepj.layers.transformer.SwiGLULayer (implements io.github.kirstenali.deepj.layers.Layer)
  • io.github.kirstenali.deepj.activations.Tanh (implements io.github.kirstenali.deepj.activations.ActivationFunction)
  • io.github.kirstenali.deepj.tensor.TensorAdapters
  • io.github.kirstenali.deepj.tensor.TensorEncoding
  • io.github.kirstenali.deepj.nn.TensorJoin
  • io.github.kirstenali.deepj.tensor.TensorScope (implements java.lang.AutoCloseable)
  • io.github.kirstenali.deepj.tensor.TensorStorageAccess
    • io.github.kirstenali.deepj.tensor.TensorManipulations
      • io.github.kirstenali.deepj.tensor.Tensor
  • io.github.kirstenali.deepj.data.TextDataset (implements io.github.kirstenali.deepj.data.BatchSource)
  • io.github.kirstenali.deepj.nn.transformer.TextGenerator
  • io.github.kirstenali.deepj.layers.TiedEmbeddingProjection (implements io.github.kirstenali.deepj.layers.Projection)
  • io.github.kirstenali.deepj.examples.TrainDeepJ100M
  • io.github.kirstenali.deepj.examples.TrainDeepJ90M
  • io.github.kirstenali.deepj.examples.TrainDeepJLoop100M
  • io.github.kirstenali.deepj.examples.TrainDeepJPrismKnowledge
  • io.github.kirstenali.deepj.training.Trainer
  • io.github.kirstenali.deepj.persistence.TrainingCheckpoint
  • io.github.kirstenali.deepj.examples.TrainSmallDeepJOrbit
  • io.github.kirstenali.deepj.examples.TrainSmallDeepJOrigin
  • io.github.kirstenali.deepj.examples.TrainSmallDeepJOriginWithBPE
  • io.github.kirstenali.deepj.examples.TrainSmallDeepJPrism
  • io.github.kirstenali.deepj.autograd.UnaryOps
  • io.github.kirstenali.deepj.autograd.ViewOps

Interface Hierarchy

• io.github.kirstenali.deepj.activations.ActivationFunction
• java.lang.AutoCloseable
  • io.github.kirstenali.deepj.nn.transformer.GenerationSession (also extends java.util.function.Function<T,R>)
  • io.github.kirstenali.deepj.data.StatefulTrainingDataset (also extends io.github.kirstenali.deepj.data.StatefulBatchSource)
• io.github.kirstenali.deepj.autograd.BackwardRule
• io.github.kirstenali.deepj.data.BatchSource
  • io.github.kirstenali.deepj.data.StatefulBatchSource
    • io.github.kirstenali.deepj.data.StatefulTrainingDataset (also extends java.lang.AutoCloseable)
• io.github.kirstenali.deepj.chatui.ChatService
• io.github.kirstenali.deepj.tensor.CpuNdElementwise.Binary
• io.github.kirstenali.deepj.tensor.CpuNdElementwise.Unary
• java.util.function.Function<T,R>
  • io.github.kirstenali.deepj.nn.transformer.GenerationSession (also extends java.lang.AutoCloseable)
• io.github.kirstenali.deepj.tensor.GpuRuntime
• io.github.kirstenali.deepj.loss.LossFunction
• io.github.kirstenali.deepj.optimisers.ParameterOptimizer
• io.github.kirstenali.deepj.persistence.Persistable
• io.github.kirstenali.deepj.tensor.TensorBackend
  • io.github.kirstenali.deepj.tensor.CausalAttentionBackend
• io.github.kirstenali.deepj.tokenizers.Tokenizer
• io.github.kirstenali.deepj.training.Trainable
  • io.github.kirstenali.deepj.nn.transformer.CausalLM
  • io.github.kirstenali.deepj.layers.Layer
    • io.github.kirstenali.deepj.layers.transformer.norm.NormLayer
    • io.github.kirstenali.deepj.layers.Projection
• io.github.kirstenali.deepj.training.Trainer.StepFunction
• io.github.kirstenali.deepj.training.Trainer.StepHook
• io.github.kirstenali.deepj.nn.transformer.TransformerConfig

Enum Class Hierarchy

• java.lang.Object
  • java.lang.Enum<E> (implements java.lang.Comparable<T>, java.lang.constant.Constable, java.io.Serializable)
    • io.github.kirstenali.deepj.nn.transformer.ContextWindowMode
    • io.github.kirstenali.deepj.tensor.DType
    • io.github.kirstenali.deepj.nn.Pool2D.Reduction
    • io.github.kirstenali.deepj.nn.transformer.PromptFormat

Record Class Hierarchy

• java.lang.Object
  • java.lang.Record
    • io.github.kirstenali.deepj.optimisers.AdamW.State
    • io.github.kirstenali.deepj.tensor.AttentionGradients
    • io.github.kirstenali.deepj.data.Batch
    • io.github.kirstenali.deepj.tokenizers.bpe.BPEModel
    • io.github.kirstenali.deepj.tensor.CausalAttentionResult
    • io.github.kirstenali.deepj.chatui.ChatMessage
    • io.github.kirstenali.deepj.training.CosineLearningRateSchedule
    • io.github.kirstenali.deepj.tensor.CrossEntropyResult
    • io.github.kirstenali.deepj.nn.transformer.loop.DeepJLoopConfig (implements io.github.kirstenali.deepj.nn.transformer.TransformerConfig)
    • io.github.kirstenali.deepj.nn.transformer.nova.DeepJNovaConfig (implements io.github.kirstenali.deepj.nn.transformer.TransformerConfig)
    • io.github.kirstenali.deepj.nn.transformer.orbit.DeepJOrbitConfig (implements io.github.kirstenali.deepj.nn.transformer.TransformerConfig)
    • io.github.kirstenali.deepj.nn.transformer.origin.DeepJOriginConfig (implements io.github.kirstenali.deepj.nn.transformer.TransformerConfig)
    • io.github.kirstenali.deepj.nn.transformer.prism.DeepJPrismConfig (implements io.github.kirstenali.deepj.nn.transformer.TransformerConfig)
    • io.github.kirstenali.deepj.examples.DeepJPrismTrainingConfig
    • io.github.kirstenali.deepj.examples.DeepJPrismTrainingConfig.Architecture
    • io.github.kirstenali.deepj.examples.DeepJPrismTrainingConfig.FilesConfig
    • io.github.kirstenali.deepj.examples.DeepJPrismTrainingConfig.TokenizerConfig
    • io.github.kirstenali.deepj.examples.DeepJPrismTrainingConfig.Training
    • io.github.kirstenali.deepj.training.EvaluationResult
    • io.github.kirstenali.deepj.training.FixedTextValidation.Settings
    • io.github.kirstenali.deepj.examples.FormatAlpacaText.FormatResult
    • io.github.kirstenali.deepj.examples.GenerateFactDataset.GenerationResult
    • io.github.kirstenali.deepj.publishing.ModelCard
    • io.github.kirstenali.deepj.persistence.ModelInspection
    • io.github.kirstenali.deepj.persistence.ModelLayout
    • io.github.kirstenali.deepj.persistence.ModelSettings
    • io.github.kirstenali.deepj.tensor.NormalizationResult
    • io.github.kirstenali.deepj.tensor.PackedMatmulShape
    • io.github.kirstenali.deepj.examples.PrepareKnowledgeCorpus.PreparationResult
    • io.github.kirstenali.deepj.examples.PrepareKnowledgeCorpus.SplitResult
    • io.github.kirstenali.deepj.nn.RecurrentResult
    • io.github.kirstenali.deepj.nn.RecurrentState
    • io.github.kirstenali.deepj.data.ResponseOnlyTextDataset.Example
    • io.github.kirstenali.deepj.data.ResponseOnlyTextDataset.Source
    • io.github.kirstenali.deepj.tensor.RmsNormResult
    • io.github.kirstenali.deepj.tensor.SwiGluBackwardResult
    • io.github.kirstenali.deepj.tensor.TensorDescriptor
    • io.github.kirstenali.deepj.data.TextFileRange
    • io.github.kirstenali.deepj.tokenizers.bpe.TokenPair (implements java.lang.Comparable<T>)
    • io.github.kirstenali.deepj.training.TrainingProgress
    • io.github.kirstenali.deepj.training.TrainingResult
    • io.github.kirstenali.deepj.nn.TransformerEncoderConfig
    • io.github.kirstenali.deepj.transformer.TransformerStack (implements io.github.kirstenali.deepj.layers.Layer)
    • io.github.kirstenali.deepj.nn.Window2D