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#

自然语言处理

Natural language processing (NLP) is a field of computer science that studies how computers and humans interact. In the 1950s, Alan Turing published an article that proposed a measure of intelligence, now called the Turing test. More modern techniques, such as deep learning, have produced results in the fields of language modeling, parsing, and natural-language tasks.

Created by Alan Turing

Website
Wikipedia
维基百科
huggingface/transformers
https://static.github-zh.com/github_avatars/huggingface?size=40
huggingface / transformers

#自然语言处理#为 Jax、PyTorch 和 TensorFlow 打造的先进的自然语言处理

自然语言处理PyTorchpytorch-transformerstransformermodel-hubpretrained-modelsspeech-recognitionHacktoberfestPython机器学习深度学习audiodeepseekgemmaglm大语言模型qwenvlm
Python 145.61 k
1 天前
https://static.github-zh.com/github_avatars/d2l-ai?size=40
d2l-ai / d2l-zh

#自然语言处理#《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

深度学习booknotebook自然语言处理机器视觉机器学习Python中文
Python 69.9 k
1 年前
https://static.github-zh.com/github_avatars/infiniflow?size=40
infiniflow / ragflow

#自然语言处理#RAGFlow 是一款基于深度文档理解构建的开源 RAG(Retrieval-Augmented Generation)引擎

document-understanding大语言模型ragtable-structure-recognition深度学习document-parser自然语言处理pdf-to-textretrieval-augmented-generation聊天机器人agentagentsgraphragtext2sqlai-searchChatGPTdeepseekdeepseek-r1ollama人工智能
Python 55.1 k
2 天前
https://static.github-zh.com/github_avatars/apachecn?size=40
apachecn / ailearning

#自然语言处理#AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

fp-growthapriorimahchine-leaningnaivebayessvmadaboostkmeanssvdpcalogisticregressionscikit-learn自然语言处理深度学习Pythondnnlstmrnn
Python 40.99 k
7 个月前
https://static.github-zh.com/github_avatars/google-research?size=40
google-research / bert

#自然语言处理#TensorFlow代码和BERT的预训练模型

自然语言处理Googlenatural-language-understandingTensorflow
Python 39.22 k
1 年前
GokuMohandas/Made-With-ML
https://static.github-zh.com/github_avatars/GokuMohandas?size=40
GokuMohandas / Made-With-ML

#自然语言处理#学习如何设计、开发、部署、和迭代生产级机器学习应用

机器学习深度学习PyTorch自然语言处理数据科学Pythonmlopsdata-engineeringdata-quality大语言模型raydistributed-training
Jupyter Notebook 38.91 k
10 个月前
microsoft/AI-For-Beginners
https://static.github-zh.com/github_avatars/microsoft?size=40
microsoft / AI-For-Beginners

#自然语言处理#AI 学习课程,12周24节。

深度学习人工智能机器学习机器视觉自然语言处理cnnrnnGenerative Adversarial Networkmicrosoft-for-beginners
Jupyter Notebook 37.99 k
2 个月前
hankcs/HanLP
https://static.github-zh.com/github_avatars/hankcs?size=40
hankcs / HanLP

#自然语言处理#Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

自然语言处理hanlppos-taggingdependency-parsertext-classificationnamed-entity-recognitionsemantic-parsing
Python 35.2 k
1 个月前
https://static.github-zh.com/github_avatars/explosion?size=40
explosion / spaCy

#自然语言处理#工业级的 Python/CPython 自然语言处理(NLP)库

自然语言处理数据科学机器学习Pythoncython人工智能spaCynlp-library神经网络neural-networks深度学习named-entity-recognitionEntity resolutiontext-classificationtokenization
Python 31.77 k
18 天前
eugeneyan/applied-ml
https://static.github-zh.com/github_avatars/eugeneyan?size=40
eugeneyan / applied-ml

#自然语言处理#精选大公司分享他们在生产中关于数据科学 & 机器学习的论文和技术博客等资源

applied-machine-learningproductionapplied-data-science机器学习数据科学reinforcement-learningdata-engineeringrecsyssearch深度学习data-qualitydata-discovery机器视觉自然语言处理
28.03 k
1 年前
https://static.github-zh.com/github_avatars/d2l-ai?size=40
d2l-ai / d2l-en

#自然语言处理#Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

深度学习机器学习booknotebook机器视觉自然语言处理Pythonkaggle数据科学mxnetPyTorchTensorflowKerasgaussian-processeshyperparameter-optimizationrecommender-systemreinforcement-learningjax
Python 26.06 k
10 个月前
stanford-oval/storm
https://static.github-zh.com/github_avatars/stanford-oval?size=40
stanford-oval / storm

#自然语言处理#An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

large-language-models自然语言处理knowledge-curationnaaclreport-generationretrieval-augmented-generationemnlp2024agentic-ragdeep-research
Python 24.57 k
1 个月前
https://static.github-zh.com/github_avatars/ashishpatel26?size=40
ashishpatel26 / 500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

#自然语言处理#500+ 有关机器学习、机器学习、计算机视觉、NLP自然语音处理的项目代码

Awesome Lists机器学习深度学习machine-learning-projectsdeep-learning-projectcomputer-vision-projectnlp-projectsartificial-intelligence-projectsPython人工智能数据科学机器视觉自然语言处理
24.07 k
1 年前
https://static.github-zh.com/github_avatars/sebastianruder?size=40
sebastianruder / NLP-progress

#自然语言处理#该仓库用于跟进然语言处理领域最新进展,包括最常见的 NLP 任务的数据集和当前的最新技术。

自然语言处理机器学习named-entity-recognitionmachine-translationnlp-tasksdialogue
Python 22.89 k
1 年前
https://static.github-zh.com/github_avatars/microsoft?size=40
microsoft / unilm

#自然语言处理#Unilm是一个跨任务、语言和模式的大规模自监督预训练模型

自然语言处理pre-trained-modelunilmminilmlayoutlmlayoutxlmbeitdocument-aitrocrbeit-3foundation-modelsxlm-edeepnet大语言模型multimodalmllmkosmoskosmos-1textdiffuserbitnet
Python 21.39 k
12 天前
deepset-ai/haystack
https://static.github-zh.com/github_avatars/deepset-ai?size=40
deepset-ai / haystack

#自然语言处理#Haystack 是一个开源 NLP 框架,利用预训练的 Transformer 模型。 帮组开发者能快速实现一个生产级的语义搜索、问答、摘要和文档排名的NLP应用

自然语言处理question-answeringPyTorchsemantic-searchinformation-retrievalsummarizationtransformers机器学习人工智能Pythonlarge-language-modelsgenerative-ai大语言模型ragretrieval-augmented-generationagentsagentgeminigpt-4orchestration
Python 21.15 k
2 天前
https://static.github-zh.com/github_avatars/HqWu-HITCS?size=40
HqWu-HITCS / Awesome-Chinese-LLM

#自然语言处理#整理开源的中文大语言模型,以规模较小、可私有化部署、训练成本较低的模型为主,包括底座模型,垂直领域微调及应用,数据集与教程等。

大语言模型自然语言处理chatglm中文llamaAwesome Lists
20.36 k
1 个月前
RasaHQ/rasa
https://static.github-zh.com/github_avatars/RasaHQ?size=40
RasaHQ / rasa

#自然语言处理#💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

自然语言处理机器学习Botbotkitrasawitnluconversational-botsconversational-agentsconversational-aispaCymitie聊天机器人chatbotschatbots-frameworkbot-frameworkconversation-driven-development
Python 20.29 k
6 天前
huggingface/datasets
https://static.github-zh.com/github_avatars/huggingface?size=40
huggingface / datasets

#自然语言处理#🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

自然语言处理数据集PyTorchTensorflowpandasNumPy机器视觉机器学习深度学习speechHacktoberfest
Python 20.27 k
2 天前
https://static.github-zh.com/github_avatars/ml-tooling?size=40
ml-tooling / best-of-ml-python

#自然语言处理#Python 机器学习框架、库、工具排行榜

Python机器学习数据科学自然语言处理数据可视化TensorflowPyTorchscikit-learnKerasdata-visualizations深度学习automljaxtransformer数据分析ChatGPTgptgpt-3
20.19 k
3 天前
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