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neural-partialcrf

Neural (LSTM) version of the partial CRF model

nlp

nlp-project

including text classifier, language model, pre_trained model, multi_label classifier, text generator, dialogue. etc

nlp-public-dataset

Chinese, English NER, English-Chinese machine translation dataset. 中英文实体识别数据集，中英文机器翻译数据集

nlpfromscratch-tf

Tensorflow implementation of NLP From Scratch (https://arxiv.org/abs/1103.0398)

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

pretraining-yourself-bert-from-scratch

从头训练MASK BERT

python-100-days

Python - 100天从新手到大师

pytorch-crf

Conditional random field in PyTorch.

pytorch-elmo-bilstmcrf

PyTorch BiLSTMCRF w Elmo

pytorch-partial-crf

CRF and Partial/Fuzzy CRF in PyTorch

pytorch_joint-word-segmentation-and-pos-tagging

Paper: A Simple and Effective Neural Model for Joint Word Segmentation and POS Tagging

r-transformer

readme

README文件语法解读，即Github Flavored Markdown语法介绍

rnns-from-scratch-

Mathematical Implementation of RNNs from scratch using just numpy

rnnsharp

RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language and based on .NET framework 4.6 or above versions. RNNSharp supports many different types of networks, such as forward and bi-directional network, sequence-to-sequence network, and different types of layers, such as LSTM, Softmax, sampled Softmax and others.

scir-training-day

a small training program for new crews of HIT-SCIR

sent2vec

General purpose unsupervised sentence representations

sentiment

Sentiment analysis using machine learning techniques.

sentiment_analysis_fine_grain

Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger

seq2seq-model-for-sohu-2019

完全端到端的核心实体识别与情感预测

sequence-labeling

sequence_prediction

Various Name Entity implementation on conll2003 dataset

show-me-the-code

Python 练习册，每天一个小程序

simpletransformers

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

small-chinese-corpus

Some useful Chinese corpus datasets 中文语料小数据

something-to-record

squirrel

PyTorch implementation of Transformer-based Neural Machine Translation

subword-elmo

tagger

A Joint Chinese segmentation and POS tagger based on bidirectional GRU-CRF