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Pengcheng YIN's Projects

allennlp icon allennlp

An open-source NLP research library, built on PyTorch.

datasets icon datasets

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

dire icon dire

Neural Variable Renaming for Decompiled Binaries

dynet icon dynet

DyNet: The Dynamic Neural Network Toolkit

dynet_nmt icon dynet_nmt

A neural machine translation model in DyNet

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

iscript icon iscript

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keras icon keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

libsvm.net icon libsvm.net

An easy and quick way to use the last libsvm library (3.16) in your .NET projects.

ltp icon ltp

Language Technology Platform

neural-symbolic-machines icon neural-symbolic-machines

Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.

nl2code icon nl2code

A syntactic neural model for parsing natural language to executable code

nmt-tips icon nmt-tips

A tutorial about neural machine translation including tips on building practical systems

nn icon nn

A tiny neural network library

openie icon openie

Quality information extraction at web scale.

pynlpl icon pynlpl

PyNLPl, pronounced as 'pineapple', is a Python library for Natural Language Processing. It contains various modules useful for common, and less common, NLP tasks. PyNLPl can be used for basic tasks such as the extraction of n-grams and frequency lists, and to build simple language model. There are also more complex data types and algorithms. Moreover, there are parsers for file formats common in NLP (e.g. FoLiA/Giza/Moses/ARPA/Timbl/CQL). There are also clients to interface with various NLP specific servers. PyNLPl most notably features a very extensive library for working with FoLiA XML (Format for Linguistic Annotation).

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