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deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deepctr-torch

【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deeplearningfornlpinpytorch

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

deeplearningtutorials

Deep Learning与PyTorch入门实战视频教程

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

deepner

天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch

domainwordsdict

DomainWordsDict, Chinese words dict that contains more than 68 domains, which can be used as text classification、knowledge enhance task。涵盖68个领域、共计916万词的专业词典知识库，可用于文本分类、知识增强、领域词汇库扩充等自然语言处理应用。

douban-dushu-dataset

A dataset contains 37 million douban dushu comments

drqa

A pytorch implementation of Reading Wikipedia to Answer Open-Domain Questions.

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

esim

Implementation of the ESIM model for natural language inference with Keras

euler

A distributed graph deep learning framework.

fairseq

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

fast-bert

Super easy library for BERT based NLP models

fast_abs_rl

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

fasthan

fastHan是基于fastNLP与pytorch实现的中文自然语言处理工具，像spacy一样调用方便。

fastnlp

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

finch

Deep NLP Examples in TensorFlow 1

firefly

Firefly: 大模型训练工具，支持训练Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

firefly-llama2-chinese

Firefly中文LLaMA-2大模型，支持增量预训练Baichuan2、Llama2、Llama、Falcon、Qwen、Baichuan、InternLM、Bloom等大模型

flashrag

⚡FlashRAG: A Python Toolkit for Efficient RAG Research

flat-lattice-transformer

code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer

flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

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

ganswer

A KBQA system based on DBpedia.

gector-fast

A faster, simpler and distributed implementation of GECToR, a seq2edit GEC model

gittest

glad

Global-Locally Self-Attentive Dialogue State Tracker

gluon-ts

Probabilistic time series modeling in Python

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"