facebookarchive/relay-codemod
A set of utility scripts, written using jscodeshift, that can be used by community members and Facebook alike to upgrade Relay APIs in an automated fashion.
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Discovered Nov 2, 2026
facebookarchive / fb.resnet.torch
Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts
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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.