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alphafm

Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.

ann

BP神经网络分类器

ann-1

simple artificial neural network

attentional_factorization_machine

TensorFlow Implementation of Attentional Factorization Machine

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

chinesener

A neural network model for Chinese named entity recognition

cifar10-tensorflow

cifar10数据集上进行图片分类，基于tensorflow框架，旨在探究不同的改进策略对分类准确率的影响，如何一步步得提高准确率

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

csparsej

CSparseJ is a Java port of CSparse: a Concise Sparse matrix package.

data-mining

FM与FFM实现

dataminingalgorithm

数据挖掘18大算法实现以及其他相关经典DM算法

deeplearningcoursecodes

fasttext

Library for fast text representation and classification.

latticelstm

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

libfm

Library for factorization machines

lm-lstm-crf

Empower Sequence Labeling with Task-Aware Language Model

macropodus

自然语言处理工具Macropodus，基于Albert+BiLSTM+CRF深度学习网络架构，中文分词，词性标注，命名实体识别，新词发现，关键词，文本摘要，文本相似度，科学计算器，中文数字阿拉伯数字(罗马数字)转换，中文繁简转换，拼音转换。tookit(tool) of NLP，CWS(chinese word segnment)，POS(Part-Of-Speech Tagging)，NER(name entity recognition)，Find(new words discovery)，Keyword(keyword extraction)，Summarize(text summarization)，Sim(text similarity)，Calculate(scientific calculator)，Chi2num(chinese number to arabic number)

name-entity-recognition

Lstm-crf,Lattice-CRF,bert-ner及近年ner相关论文follow

ncrfpp

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

ner

基于tensorflow深度学习的中文的命名实体识别

neural_sequence_labeling

A TensorFlow implementation of Neural Sequence Labeling model, which is able to tackle sequence labeling tasks such as POS Tagging, Chunking, NER, Punctuation Restoration and etc.

neuroner

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

nn4nlp-code

Code Samples from Neural Networks for NLP

noteshrink

Convert scans of handwritten notes to beautiful, compact PDFs

product-nets

Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distributed.

pytorchzerotoall

Simple PyTorch Tutorials Zero to ALL!

recurrent-attention-model

Tensorflow implementation of paper "Recurrent Models of Visual Attention"

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

siamese_tf_mnist

Implementing Siamese Network using Tensorflow with MNIST

sr-gnn

Source code and datasets for the paper "Session-based Recommendation with Graph Neural Networks" (AAAI-19)