⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF etc.

A playbook for systematically maximizing the performance of deep learning models.

Papers about the trend of Entity Linking in recent years.

数据科学竞赛知识、代码、思路

NLP句子编码、句子embedding、语义相似度：BERT_avg、BERT_whitening、SBERT、SmiCSE

中文技术文档的写作规范

Docker compose for Nebula Graph

Free Python Games

算法理论基础知识应知应会

The Financial Industry Business Ontology (FIBO) defines the sets of things that are of interest in financial business applications and the ways that those things can relate to one another. In this …

搜索所有中文NLP数据集，附常用英文NLP数据集

top1-solution

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

整理知识图谱相关学习资料

基于深度学习的开源中文关系抽取框架

convert rdf format data into the format which nebula-importer reads

机器学习算法项目

开放中文知识图谱的schema

知识图谱-概念与技术

Natural Language Processing Best Practices & Examples

Kashgari is a Production-ready NLP Transfer learning framework for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

IPRE: a Dataset for Inter-Personal Relationship Extraction

A curated list of resources for Chinese NLP 中文自然语言处理相关资料

深度学习与自然语言处理、知识图谱、对话系统。包括知识获取、知识库构建、知识库应用三大技术研究与应用。

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👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论（STAT 157）”教材。