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qgzang's Projects

easytensorflow icon easytensorflow

This package provides users with methods for the automated building, training, and testing of complex neural networks using Google's Tensorflow module. The project includes objects that perform both regression and classification tasks.

entitymining icon entitymining

《实体数据挖掘与知识图谱构建》一书的代码和实验数据。

esl-cn icon esl-cn

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

fairseq icon fairseq

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

fast_abs_rl icon fast_abs_rl

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

fasttext icon fasttext

Library for fast text representation and classification.

finch icon finch

machine learning models I have coded (tensorflow / pytorch)

funnlp icon 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、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、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、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLP太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器

fusenet icon fusenet

Deep fusion project of deeply-fused nets, and the study on the connection to ensembling

genbmm icon genbmm

CUDA kernels for generalized matrix-multiplication in PyTorch

generative-models icon generative-models

Collection of generative models, e.g. GAN, VAE in Tensorflow, Keras, and Pytorch.

generative-models-1 icon generative-models-1

Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN

glow icon glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

gopa icon gopa

GOPA, a spider written in Go.

gow icon gow

Unix command line utilities installer for Windows.

grammar icon grammar

Implementation of generative semantic grammar.

gt-nlp-class icon gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

guyu icon guyu

pre-training and fine-tuning framework for text generation

headlines icon headlines

Automatically generate headlines to short articles

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