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Update README.md
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srush committed Sep 23, 2019
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Expand Up @@ -17,8 +17,7 @@ A library of tested, GPU implementations of core structured prediction algorithm


```python
!pip install -qU git+https://github.com/harvardnlp/pytorch-struct
!pip install -q matplotlib
!pip install -qU git+https://github.com/harvardnlp/pytorch-struct matplotlib
```


Expand Down Expand Up @@ -128,7 +127,7 @@ Current algorithms implemented:
* Linear Chain (CRF / HMM)
* Semi-Markov (CRF / HSMM)
* Dependency Parsing (Projective and Non-Projective)
* CKY (CFG)
* CKY (CFG, CKY_CRF)

* Integration with `torchtext` and `pytorch-transformers`

Expand All @@ -143,9 +142,11 @@ Semirings:
* Log Marginals
* Max and MAP computation
* Sampling through specialized backprop
* Entropy



Networks:
* CKY CRF LSTM
* Tree-LSTM

## Examples

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