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Bin's Projects

leetcode icon leetcode

:pencil2: 算法相关知识储备 LeetCode with Python :books:

leetcode-1 icon leetcode-1

:pencil2: LeetCode solutions in C++ 11 and Python3

leveldb icon leveldb

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

lftm icon lftm

Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)

lightnlp icon lightnlp

基于Pytorch和torchtext的自然语言处理深度学习框架,包含序列标注、文本分类、句子关系、文本生成、结构分析、五大功能模块,已实现了命名实体识别、中文分词、词性标注、语义角色标注、情感分析、关系抽取、语言模型、文本相似度、文本蕴含、依存句法分析、词向量训练、聊天机器人、机器翻译、文本摘要等功能。框架功能丰富,开箱可用,极易上手!基本都是学习他人实现然后自己修改融合到框架中,没有细致调参,且有不少Bug~

lihang icon lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

ltp icon ltp

Language Technology Platform

machine-learning-learning-notes icon machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

macropodus icon macropodus

自然语言处理工具Macropodus,基于Albert+BiLSTM+CRF深度学习网络架构,中文分词,词性标注,命名实体识别,新词发现,关键词,文本摘要,文本相似度,科学计算器,中文数字阿拉伯数字(罗马数字)转换,中文繁简转换,拼音转换。tookit(tool) of NLP,CWS(chinese word segnment),POS(Part-Of-Speech Tagging),NER(name entity recognition),Find(new words discovery),Keyword(keyword extraction),Summarize(text summarization),Sim(text similarity),Calculate(scientific calculator),Chi2num(chinese number to arabic number)

matchzoo icon matchzoo

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

ml-airflow icon ml-airflow

Generalized project for running Airflow DAGs, with possibility of skipping tasks already done for some set of input parameters.

ml-hypersim icon ml-hypersim

Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding

ml_books icon ml_books

宗旨:构建全球最大的ML相关的学习书籍平台(吹个大牛)

models icon models

Pre-trained and Reproduced Deep Learning Models (经典复现模型)

models-1 icon models-1

Models and examples built with TensorFlow

mpdp-code icon mpdp-code

《精通Python设计模式》一书的示例代码

mtbook icon mtbook

《机器翻译:统计建模与深度学习方法》肖桐 朱靖波 著 - Machine Translation: Statistical Modeling and Deep Learning Methods

mugo icon mugo

Replicating AlphaGo's architecture in a readable manner

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