chetannaik / learning_torch

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

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

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

About

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


Languages

Language:Lua 99.6%Language:Shell 0.4%