TensorLayer 1.4.0 Documentation - Read The Docs

API Reference¶

If you are looking for information on a specific function, class or method, this part of the documentation is for you.

• API - Layers
  • Understand Basic layer
  • Understand Dense layer
  • Your layer
  • Layer list
  • Name Scope and Sharing Parameters
  • Basic layer
  • Input layer
  • One-hot layer
  • Word Embedding Input layer
  • Dense layer
  • Noise layer
  • Convolutional layer (Pro)
  • Convolutional layer (Simplified)
  • Pooling layer
  • Padding layer
  • Normalization layer
  • Time distributed layer
  • Fixed Length Recurrent layer
  • Advanced Ops for Dynamic RNN
  • Dynamic RNN layer
  • Sequence to Sequence
  • Shape layer
  • Lambda layer
  • Merge layer
  • Extend layer
  • Estimator layer
  • Connect TF-Slim
  • Connect Keras
  • Parametric activation layer
  • Flow control layer
  • Wrapper
  • Helper functions
• API - Cost
  • Your cost function
  • Softmax cross entropy
  • Sigmoid cross entropy
  • Binary cross entropy
  • Mean squared error
  • Dice coefficient
  • Hard Dice coefficient
  • IOU coefficient
  • Cross entropy for sequence
  • Cross entropy with mask for sequence
  • Cosine similarity
  • Regularization functions
• API - Preprocessing
  • Threading
  • Images
  • Sequence
  • Tensor Opt
• API - Iteration
  • Non-time series
  • Time series
• API - Utility
  • Training, testing and predicting
  • Evaluation functions
  • Class balancing functions
  • Helper functions
• API - Natural Language Processing
  • Iteration function for training embedding matrix
  • Sampling functions
  • Vector representations of words
  • Read words from file
  • Read analogy question file
  • Build vocabulary, word dictionary and word tokenization
  • Convert words to IDs and IDs to words
  • Functions for translation
• API - Reinforcement Learning
  • Reward functions
  • Cost functions
• API - Load, Save Model and Data
  • Load dataset functions
  • Load and save network
  • Load and save variables
  • Visualizing npz file
  • Folder functions
• API - Visualize Model and Data
  • Visualize model parameters
  • Visualize images
  • Visualize embeddings
• API - Operation System
  • TensorFlow functions
  • GPU functions
  • Console display
  • Site packages information
  • Trash
• API - Activations
  • Your activation
  • Identity
  • Ramp
  • Leaky Relu
  • Pixel-wise Softmax
  • Parametric activation