Hebel
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  • Getting Started
  • Initialization
  • Data Providers
  • Layers
  • Monitors
  • Models
  • Optimizers
  • Parameter Updaters
  • Schedulers
 
Hebel
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  • Welcome to Hebel’s documentation!
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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
Next

© Copyright 2013, Hannes Bretschneider. Revision 1e2c3a9309c2646103901b26a55be4e312dd5005.

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