Hierarchy For All Packages

Package Hierarchies:

• io.github.kirstenali.deepj.activations,
• io.github.kirstenali.deepj.chatui,
• io.github.kirstenali.deepj.concurrent,
• io.github.kirstenali.deepj.data,
• io.github.kirstenali.deepj.examples,
• 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.models,
• io.github.kirstenali.deepj.models.deepseek,
• io.github.kirstenali.deepj.models.gpt,
• io.github.kirstenali.deepj.models.llama,
• 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.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.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.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.ChatController
  • io.github.kirstenali.deepj.tensor.ComputeGraph
  • io.github.kirstenali.deepj.tensor.cpu.CpuBackend (implements io.github.kirstenali.deepj.tensor.TensorBackend)
  • io.github.kirstenali.deepj.loss.CrossEntropyLoss (implements io.github.kirstenali.deepj.loss.LossFunction)
  • io.github.kirstenali.deepj.models.DecoderOnlyModel (implements io.github.kirstenali.deepj.models.CausalLM, io.github.kirstenali.deepj.persistence.Persistable)
    • io.github.kirstenali.deepj.models.deepseek.DeepSeekModel
    • io.github.kirstenali.deepj.models.gpt.GPTModel
    • io.github.kirstenali.deepj.models.llama.LlamaModel
  • io.github.kirstenali.deepj.concurrent.DeepJExecutor
  • io.github.kirstenali.deepj.publishing.DeepJModelBundle
  • io.github.kirstenali.deepj.layers.transformer.blocks.DeepSeekTransformerBlock
  • io.github.kirstenali.deepj.transformer.DeepSeekTransformerBuilder
  • io.github.kirstenali.deepj.transformer.embeddings.Embedding (implements io.github.kirstenali.deepj.training.Trainable)
  • io.github.kirstenali.deepj.examples.EvaluateDeepSeekTinyStories
  • io.github.kirstenali.deepj.examples.ExportDeepSeekTinyStories
  • io.github.kirstenali.deepj.layers.FNN (implements io.github.kirstenali.deepj.layers.Layer)
  • io.github.kirstenali.deepj.activations.GELU (implements io.github.kirstenali.deepj.activations.ActivationFunction)
  • io.github.kirstenali.deepj.chatui.GPTChatService (implements io.github.kirstenali.deepj.chatui.ChatService)
  • io.github.kirstenali.deepj.layers.transformer.blocks.GPTTransformerBlock
  • io.github.kirstenali.deepj.transformer.GPTTransformerBuilder
  • io.github.kirstenali.deepj.tensor.GpuBuffer
  • io.github.kirstenali.deepj.layers.transformer.norm.LayerNorm1D (implements io.github.kirstenali.deepj.layers.transformer.norm.NormLayer)
  • io.github.kirstenali.deepj.layers.Linear (implements io.github.kirstenali.deepj.layers.Projection)
  • io.github.kirstenali.deepj.layers.transformer.blocks.LlamaTransformerBlock
  • io.github.kirstenali.deepj.transformer.LlamaTransformerBuilder
  • io.github.kirstenali.deepj.tensor.metal.MetalBackend (implements io.github.kirstenali.deepj.tensor.TensorBackend)
  • io.github.kirstenali.deepj.persistence.ModelSerializer
  • 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.optimisers.Parameter
  • io.github.kirstenali.deepj.transformer.embeddings.PositionalEmbedding (implements io.github.kirstenali.deepj.training.Trainable)
  • io.github.kirstenali.deepj.data.RandomAccessTextDataset (implements java.lang.AutoCloseable, io.github.kirstenali.deepj.data.BatchSource)
  • io.github.kirstenali.deepj.activations.ReLU (implements io.github.kirstenali.deepj.activations.ActivationFunction)
  • 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.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.Tensor
  • io.github.kirstenali.deepj.tensor.TensorAdapters
  • io.github.kirstenali.deepj.data.TextDataset (implements io.github.kirstenali.deepj.data.BatchSource)
  • io.github.kirstenali.deepj.models.TextGenerator
  • io.github.kirstenali.deepj.examples.TrainDeepSeekTinyStories
  • io.github.kirstenali.deepj.training.Trainer
  • io.github.kirstenali.deepj.examples.TrainSmallDeepSeek
  • io.github.kirstenali.deepj.examples.TrainSmallGPT
  • io.github.kirstenali.deepj.examples.TrainSmallGPTWithBPE
  • io.github.kirstenali.deepj.examples.TrainSmallLlama

Interface Hierarchy

• io.github.kirstenali.deepj.activations.ActivationFunction
• io.github.kirstenali.deepj.data.BatchSource
• io.github.kirstenali.deepj.chatui.ChatService
• 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.tokenizers.Tokenizer
• io.github.kirstenali.deepj.training.Trainable
  • io.github.kirstenali.deepj.models.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.models.TransformerConfig

Record Class Hierarchy

• java.lang.Object
  • java.lang.Record
    • io.github.kirstenali.deepj.data.Batch
    • io.github.kirstenali.deepj.tokenizers.bpe.BPEModel
    • io.github.kirstenali.deepj.chatui.ChatMessage
    • io.github.kirstenali.deepj.training.CosineLearningRateSchedule
    • io.github.kirstenali.deepj.models.deepseek.DeepSeekConfig (implements io.github.kirstenali.deepj.models.TransformerConfig)
    • io.github.kirstenali.deepj.examples.DeepSeekTinyStoriesConfig
    • io.github.kirstenali.deepj.examples.DeepSeekTinyStoriesConfig.Architecture
    • io.github.kirstenali.deepj.examples.DeepSeekTinyStoriesConfig.FilesConfig
    • io.github.kirstenali.deepj.examples.DeepSeekTinyStoriesConfig.TokenizerConfig
    • io.github.kirstenali.deepj.examples.DeepSeekTinyStoriesConfig.Training
    • io.github.kirstenali.deepj.training.EvaluationResult
    • io.github.kirstenali.deepj.models.gpt.GPTConfig (implements io.github.kirstenali.deepj.models.TransformerConfig)
    • io.github.kirstenali.deepj.models.llama.LlamaConfig (implements io.github.kirstenali.deepj.models.TransformerConfig)
    • io.github.kirstenali.deepj.publishing.ModelCard
    • io.github.kirstenali.deepj.tokenizers.bpe.TokenPair (implements java.lang.Comparable<T>)
    • io.github.kirstenali.deepj.training.TrainingResult
    • io.github.kirstenali.deepj.transformer.TransformerStack (implements io.github.kirstenali.deepj.layers.Layer)