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Welcome to the brainstorm wiki!

For now we will use the wiki to organize information about planned features and the release roadmap.

Roadmap

Initial release (0.5):

• Testing
  • Provide DebugHandler which will test against abuse of handler operations, and infs/nans.
  • More extensive layer testing (activation functions) and network testing.
  • Testing weight_modifiers, hooks, training steps etc.
• Profiling
  • Need to make sure that any bottlenecks do not need major redesigns.
• Documentation
  • A Quickstart tutorial
  • A primer on working with networks, hooks
  • Contributing Guide
• Features
  • Convolution/Pooling wrappers for cuDNN v3 and CPU implementations of corresponding ops
  • Dropout
  • L1/L2 regularization of weights
• Examples
  • Images
  • Sequences
  • Multimodal

Uncategorized:

• Control and check random number generation for handlers
• Merge shape/structure specification in layer implementations?