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ShigekiKarita / grain

autograd mir and CUDA library for dynamic neural networks in D.

https://shigekikarita.github.io/grain

Boost Software License 1.0

66 stars 7 forks source link

More examples #6

Open ShigekiKarita opened 6 years ago

ShigekiKarita commented 6 years ago

tutorials

[ ] beginner tutorial https://github.com/pytorch/tutorials/tree/master/beginner_source
[ ] user-defined custom functions

tasks

[ ] Image recognition using CIFAR10/100 and resnet
[ ] Super resolution
[ ] Word2Vec
[ ] Object Detection using Faster-RCNN
[ ] Reinforcement learning on OpenAI Gym using REINFORCE or Q-learning
[ ] Sentiment analysis using recursive tree NN

(maybe after implementing CUDNN LSTM wrapper)

[ ] Word language model using PTB
[ ] sequence tagging with CRF https://pytorch.org/tutorials/beginner/nlp/advanced_tutorial.html
[ ] Machine Translation using Attention mechanism
[ ] Speech recognition using CTC loss