Welcome to Hebel’s documentation!

Contents:

• Getting Started
  • Running models from YAML configuration files
  • Using Hebel in Your Own Code
• Initialization
• Data Providers
  • Abstract Base Class
  • Minibatch Data Provider
  • Multi-Task Data Provider
  • Batch Data Provider
  • Dummy Data Provider
  • MNIST Data Provider
• Layers
  • Hidden Layer
  • Top Layers
• Monitors
  • Progress Monitor
  • Simple Progress Monitor
• Models
  • Abstract Base Class Model
  • Neural Network
  • Neural Network Regression
  • Logistic Regression
  • Multi-Task Neural Net
• Optimizers
  • Stochastic Gradient Descent
• Parameter Updaters
  • Abstract Base Class
  • Simple SGD Update
  • Momentum Update
  • Nesterov Momentum Update
• Schedulers
  • Constant Scheduler
  • Exponential Scheduler
  • Linear Scheduler Up
  • Linear Scheduler Up-Down

Indices and tables

• Index
• Module Index
• Search Page