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baselines-emnlp2016

This repository contains baseline models, training scripts, and instructions on how to reproduce our results for our state-of-art grammar correction system from M. Junczys-Dowmunt, R. Grundkiewicz: Phrase-based Machine Translation is State-of-the-Art for Automatic Grammatical Error Correction, EMNLP 2016.

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

chunktagger

Part-of-speech tagging/chunking using recurrent neural networks.

cnn-ner

cnn_lstm_crf_ner

neural network architecture to do named entity recognition

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

cs231n.github.io

Public facing notes page

cws_evaluation

Java开源项目cws_evaluation：中文分词器分词效果评估对比

deepcolor

dilated-cnn-ner

Dilated CNNs for NER in TensorFlow

dl4j-examples

Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)

dl_tutorials

Deep learning tutorials (2nd ed.)

hanlp

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 自动摘要 短语提取 拼音 简繁转换

ipython-notebooks

A collection of IPython notebooks covering various topics.

lab

A customisable 3D platform for agent-based AI research

language-detector

Language Detection Library for Java

languagetool

Style and Grammar Checker for 25+ Languages

machine-learning

Content for Udacity's Machine Learning curriculum

models

Models built with TensorFlow

nematus

ner-bilstm-cnns

ner-in-chinese-text

NLP Keras BiLSTM+CRF

nn_ner_tensorflow

Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in Tensorflow

opinion-mining

A few crawlers in Python and PhantomJS to crawl websites such as TechCrunch, CNET, Amazon, and Macys.

pos-cnn-tensorflow

readr

Read flat files (csv, tsv, fwf) into R

recommend-system

recommend system study

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

seq2seq

Sequence to Sequence Learning with Keras