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k8s_awesome_document

【2021年新鲜出炉】K8s（Kubernetes）的工程师资料合辑，书籍推荐，面试题，精选文章，开源项目，PPT，视频，大厂资料

kashgari

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

kbqa-bert

基于知识图谱的问答系统，BERT做命名实体识别和句子相似度，分为online和outline模式

kuboard-press

Kuboard 是基于 Kubernetes 的微服务管理界面。同时提供 Kubernetes 免费中文教程，入门教程，最新版本的 Kubernetes v1.23.4 安装手册，(k8s install) 在线答疑，持续更新。

learn-nlp-with-transformers

we want to create a repo to illustrate usage of transformers in chinese

learn-opencv-in-3-hours

leetcode

Fuck the Leetcode

leetcode-with-python

life is short, i use python

lert

LERT: A Linguistically-motivated Pre-trained Language Model

lihang-code

《统计学习方法》的代码实现

machine-learning

机器学习原理

mastering_go_zh_cn

《Mastering GO》中文译本，《玩转 GO》。

model_deployment

sample model deployment code

monker

The money maker machine.

mrc-for-flat-nested-ner

Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`

multi_label_classifier_finetune

微调预训练语言模型，解决多标签分类任务(可加载BERT、Roberta、Bert-wwm以及albert等知名开源tf格式的模型)

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

nlp_for_fiction

this repo is for the tricks of Text Generator which using RNN_Model or orther pretrianed models,and finally it will deploy using some web frame

nlp_paper_study

研读顶会论文，复现论文相关代码

nlp_papers

NLP转型

nlp_tutorial

NLP入门指南

paper-reading

Paper reading list in natural language processing, including dialogue system, text summarization, topic modeling, etc.

pegasus

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch_chinese_lm_pretrain

pytorch中文语言模型预训练

read_bert_code

Bert源码阅读与讲解(Pytorch版本)

recommendation_model

练习下用pytorch来复现下经典的推荐系统模型, 如MF, FM, DeepConn, MMOE, PLE, DeepFM, NFM, DCN, AFM, AutoInt, ONN, FiBiNET, DCN-v2, AFN, DCAP等

recommendsystempractice

《推荐系统实践》代码实现

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.