Learning to program in Lua using "Torch" and other useful libraries
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README.md
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README.md

Learning Torch

Learning to program in Lua using "Torch" and other useful libraries

Torch is a scientific computing framework for LuaJIT.

Why learn Torch?
  • comes with a large ecosystem of community-driven packages in ML, CV, etc
  • is easy to use and efficient
  • can build arbitrary graphs of neural networks, and parallelize them over CPUs and GPUs in an efficient manner
TODO
Resources:
  • Curated list of Torch tutorials: link
  • Awesome Recurrent Neural Networks: link
  • Neural Network Papers: link
  • Awesome Deep Learning: link
Code References:
  • Word2Vec in Torch: link link
  • CharRNN: link
  • CharCNN: link
  • RNN: link
  • RNN Playground: link
  • facebook - bAbI tasks: link
  • facebook - Neural Attention Model for Abstractive Summarization: link
  • Kaggle - Denoising Dirty Documents: link
  • Kaggle - Grasp and Lift Detection: link