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fastmaskrcnn

Mask RCNN in TensorFlow

fastnlp

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

figment

FIGMENT

fit-sne

Fast Fourier Transform-accelerated Interpolation-based t-SNE (FIt-SNE)

flats

An application using TuShare data API served by Flask, for quants.

foolnltk

A Chinese Nature Language Toolkit

funnlp

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌&零件词库、时间抽取、连续英文切割、中文词向量大全、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据。

gensim

Topic Modelling for Humans

graph_nets

Build Graph Nets in Tensorflow

graphsage

Representation learning on large graphs using stochastic graph convolutions.

hed-dlg-truncated

Hierarchical Encoder Decoder RNN (HRED) with Truncated Backpropagation Through Time (Truncated BPTT)

imageqa-san

code for Stacked attention networks for image question answering

images

information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

insuranceqa-cnn-lstm

tensorflow and theano cnn code for insurance QA(question Answer matching)

insuranceqa-corpus-zh

OpenData in insurance area for Machine Learning Tasks

irgan

IRGAN SIGIR paper experimental code

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013) : Python code

kg-beijing

北京知识图谱学习小组

kg2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

knowledge_representation_pytorch

Several knowledge graph representation algorithms implemented with pytorch

kr-ear

Code of IJCAI2016: "Knowledge Representation Learning with Entities, Attributes and Relations"

kujiale

lapps-gigaword-lucene

A LAPPS DataSource for Lucene indexed English Gigaword Corpus

lectures

Oxford Deep NLP 2017 course

liveqa

CMU-OAQA LiveQA system

lstm-autoencoder

Seq2Seq LSTM Autoencoder

lstm-er

Implementation of End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures in ACL2016.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

my_tensorflow_qa