facebookarchive/binutils
Experimental binutils branch
Public GitHub Catalog
Discovered Nov 2, 2026
facebookarchive / MazeBase
Simple environment for creating very simple 2D games and training neural network models to perform tasks within them
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facebookarchive/learningSimpleAlgorithms
We present an approach for learning simple algorithms such as copying, multi-digit addition and single digit multiplication directly from examples. Our framework consists of a set of interfaces, accessed by a controller. Typical interfaces are 1-D tapes or 2-D grids that hold the input and output data. For the controller, we explore a range of neural network-based models which vary in their ability to abstract the underlying algorithm from training instances and generalize to test examples with many thousands of digits. The controller is trained using Q-learning with several enhancements and we show that the bottleneck is in the capabilities of the controller rather than in the search incurred by Q-learning.
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Some handy utility libraries and tools for the Caffe deep learning framework.
facebookarchive/mention-bot
Automatically mention potential reviewers on pull requests.