整理scope配对数据
| database | proteins | alignments_family | alignments_superfamily | alignments_fold |
|---|---|---|---|---|
| scope20_2.06 | 7659 | 16194 | 66229 | 133900 |
| scope40_2.06 | 13760 | 98558 | 305553 | 526136 |
| scope70_2.06 | 21132 | 314039 | 907374 | 1470385 |
| scope95_2.06 | 28010 | 1099425 | 2963970 | 4170984 |
| scope100_2.06 | 69590 | 6060416 | 16688439 | 23215716 |
| scopeall_2.06 | 216248 | 69574992 | 172157027 | 239906177 |
Tensorflow 框架下NMT分析
google - seq2seq
A general-purpose encoder-decoder framework
used for the paper:Massive Exploration of Neural Machine Translation Architectures
eske - seq2seq (baseline branch)
replicate “Neural Machine Translation by Jointly Learning to Align and Translate”
paarthneekhara - byteNet-tensorflow (need to read)
replicate “Neural Machine Translation in Linear Time.”
ufal - neuralmonkey N
An open-source tool for sequence learning in NLP built on TensorFlow.