huaxz1986

Elite
@huaxz1986

cplusplus-_Implementation_Of_Introduction_to_Algorithms. 《算法导论》第三版中算法的C++实现

4.1k

APUE_notes. 《UNIX环境高级编程》中文第三版笔记

1.4k

git_book. 教材对应的源码

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python_learning_notes. 《learning python》中文第四版的学习笔记，由纸值文档转换而来

302

deep_learning_notes. deeplearningbook学习笔记，来自于 http://www.deeplearningbook.org

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python_tools. Python常用库以及第三方package的使用笔记

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markdown_documentation_chinese. A Chinese markdown documentation to document markdown syntax.

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network_resource_url. 优质的网络资源的地址

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deep-learning-papers-translation. 深度学习论文翻译，包括分类论文，检测论文等

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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、NLU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、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包、中华新华字典数据库及api(包括常用歇后语、成语、词语和汉字)、文档图谱自动生成、SpaCy 中文模型、Common Voice语音识别数据集新版、神经网络关系抽取、基于bert的命名实体识别、关键词(Keyphrase)抽取包pke、基于医疗领域知识图谱的问答系统、基于依存句法与语义角色标注的事件三元组抽取、依存句法分析4万句高质量标注数据、cnocr：用来做中文OCR的Python3包、中文人物关系知识图谱项目、中文nlp竞赛项目及代码汇总、中文字符数据、speech-aligner: 从“人声语音”及其“语言文本”产生音素级别时间对齐标注的工具、AmpliGraph: 知识图谱表示学习(Python)库：知识图谱概念链接预测、Scattertext 文本可视化(python)、语言/知识表示工具：BERT & ERNIE、中文对比英文自然语言处理NLP的区别综述、Synonyms中文近义词工具包、HarvestText领域自适应文本挖掘工具（新词发现-情感分析-实体链接等）、word2word：(Python)方便易用的多语言词-词对集：62种语言/3,564个多语言对、语音识别语料生成工具：从具有音频/字幕的在线视频创建自动语音识别(ASR)语料库、构建医疗实体识别的模型（包含词典和语料标注）、单文档非监督的关键词抽取、Kashgari中使用gpt-2语言模型、开源的金融投资数据提取工具、文本自动摘要库TextTeaser: 仅支持英文、人民日报语料处理工具集、一些关于自然语言的基本模型、基于14W歌曲知识库的问答尝试--功能包括歌词接龙and已知歌词找歌曲以及歌曲歌手歌词三角关系的问答、基于Siamese bilstm模型的相似句子判定模型并提供训练数据集和测试数据集、用Transformer编解码模型实现的根据Hacker News文章标题自动生成评论、用BERT进行序列标记和文本分类的模板代码、LitBank：NLP数据集——支持自然语言处理和计算人文学科任务的100部带标记英文小说语料、百度开源的基准信息抽取系统、虚假新闻数据集、Facebook: LAMA语言模型分析，提供Transformer-XL/BERT/ELMo/GPT预训练语言模型的统一访问接口、CommonsenseQA：面向常识的英文QA挑战。

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pydata-notebook. 利用Python进行数据分析 第二版 (2017) 中文翻译笔记

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tensorflow. Computation using data flow graphs for scalable machine learning

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numpy. Numpy main repository

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pytorch. Tensors and Dynamic neural networks in Python with strong GPU acceleration

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scipy. Scipy library main repository

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hadoop. Mirror of Apache Hadoop

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bert. TensorFlow code and pre-trained models for BERT

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matplotlib. matplotlib: plotting with Python

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spark-nlp. Natural Language Understanding Library for Apache Spark.

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keras. Deep Learning for humans

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allennlp. An open-source NLP research library, built on PyTorch.

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deep-learning-ocean. :satellite: All You Need to Know About Deep Learning - A kick-starter

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computervision-recipes. Best Practices, code samples, and documentation for Computer Vision.

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redis. Redis is an in-memory database that persists on disk. The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Sets, Hashes, HyperLogLogs, Bitmaps.

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spaCy. 💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

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kafka. Mirror of Apache Kafka

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zookeeper. Mirror of Apache Hadoop ZooKeeper

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elasticsearch. Open Source, Distributed, RESTful Search Engine

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mongo. The MongoDB Database

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hbase. Mirror of Apache HBase

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pandas. Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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models. Models and examples built with TensorFlow

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spark. Mirror of Apache Spark

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scikit-learn. scikit-learn: machine learning in Python

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netron. Visualizer for neural network, deep learning, and machine learning models

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LAVIS. LAVIS - A One-stop Library for Language-Vision Intelligence

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flink. Apache Flink

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lightseq. LightSeq: A High Performance Inference Library for Sequence Processing and Generation

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plm-nlp-code. Python

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pytorch-image-models. PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

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chinese-poetry. The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

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graph-learn. graph-learn

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AugLy. A data augmentations library for audio, image, text, and video.

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

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stellar-random-walk. Scala

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torchrec. Pytorch domain library for recommendation systems

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plato. 腾讯高性能分布式图计算框架Plato

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dgl. Python package built to ease deep learning on graph, on top of existing DL frameworks.

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ChatPaper. Use ChatGPT to summarize the arXiv papers.

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best_AI_papers_2021. A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

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

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faiss. A library for efficient similarity search and clustering of dense vectors.

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ClickHouse. ClickHouse is a free analytics DBMS for big data

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gym. A toolkit for developing and comparing reinforcement learning algorithms.

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ChineseNLP. Datasets, SOTA results of every fields of Chinese NLP

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stanza. Official Stanford NLP Python Library for Many Human Languages

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transformers. 🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

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RSPapers. Must-read papers on Recommender System.

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mmlspark. Microsoft Machine Learning for Apache Spark

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SnowSelect.

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