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golden-horse

Named Entity Recognition for Chinese social media (Weibo). From EMNLP 2015 paper.

hands_on_ml_with_sklearn_and_tf

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hanlp

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 关键词提取 新词发现 短语提取 自动摘要 文本分类 拼音简繁

hat-trie

C++ implementation of a fast and memory efficient HAT-trie

head-first-design-patterns

Code for Head First Design Patterns book (2014)

hotelmerge

merge hotels from different sources

in-context-learning_paperlist

Paper List for In-context Learning 🌷

incubator-brpc

Industrial-grade RPC framework used throughout Baidu, with 1,000,000+ instances and thousands kinds of services. "brpc" means "better RPC".

interview

📚 C/C++面试知识总结

interview_python

关于Python的面试题

java_books

Java 编程书籍分享

jiagu

Jiagu深度学习自然语言处理工具 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要

kaggle-2014-criteo

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

keras

Deep Learning for humans

keyword-bert

kkndme_tianya

天涯 kkndme 神贴聊房价

knn

K Nearest Neighbours

learning-spark

Example code from Learning Spark book

libco

libco is a coroutine library which is widely used in wechat back-end service. It has been running on tens of thousands of machines since 2013.

libhv

Like libevent, libev, and libuv, libhv provides event-loop with non-blocking IO and timer, but simpler apis and richer protocols.

lightctr

Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction Based Machine Learning, Deep Learning and Philosophy of Parameter Server or Ring-Reduce Collective communication.

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

limonp

C++ headers(hpp) with Python style.

list_of_recommender_systems

A List of Recommender Systems and Resources

machinelearning

Basic Machine Learning and Deep Learning

matchzoo

Facilitating the design, comparison and sharing of deep text matching models.

maxent

Maximum Entropy Modeling Toolkit for Python and C++