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Natural language processing

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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.

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transformers

huggingface / transformers

Star 169k

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

audio python nlp machine-learning natural-language-processing deep-learning pytorch transformer speech-recognition glm pretrained-models hacktoberfest gemma vlm pytorch-transformers model-hub llm qwen deepseek
  • Updated Nov 12, 2026
  • Python
LlamaFactory

hiyouga / LlamaFactory

Star 76k

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

nlp agent ai transformers moe llama gpt lora quantization gemma fine-tuning peft large-language-models llm rlhf instruction-tuning qlora qwen deepseek llama3
  • Updated Nov 11, 2026
  • Python
AI-For-Beginners

microsoft / AI-For-Beginners

Star 70.7k

12 Weeks, 24 Lessons, AI for All!

nlp machine-learning ai computer-vision deep-learning cnn artificial-intelligence gan rnn microsoft-for-beginners
  • Updated Nov 4, 2026
  • Jupyter Notebook
BettaFish

666ghj / BettaFish

Star 42.7k

微舆:人人可用的多Agent舆情分析助手,打破信息茧房,还原舆情原貌,预测未来走向,辅助决策!从0实现,不依赖任何框架。

nlp sentiment-analysis python3 data-analysis deep-search multi-agent-system agent-framework public-opinion-analysis llms deep-research
  • Updated Oct 16, 2026
  • Python

apachecn / ailearning

Star 42.6k

AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

python nlp svm scikit-learn sklearn regression logistic dnn lstm pca rnn deeplearning kmeans adaboost apriori fp-growth svd naivebayes mahchine-leaning recommendedsystem
  • Updated Nov 12, 2024
  • Python

google-research / bert

Star 40k

TensorFlow code and pre-trained models for BERT

nlp natural-language-processing google tensorflow natural-language-understanding
  • Updated Jul 23, 2024
  • Python

google / langextract

Star 39.3k

A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.

python nlp gemini structured-data gemini-api information-extration large-language-models llm gemini-pro gemini-ai gemini-flash
  • Updated Nov 10, 2026
  • Python

ashishpatel26 / 500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

Star 37.7k

500 AI Machine learning Deep learning Computer vision NLP Projects with code

python nlp data-science machine-learning awesome computer-vision deep-learning artificial-intelligence nlp-projects machine-learning-projects artificial-intelligence-projects computer-vision-project deep-learning-project
  • Updated Sep 26, 2026
HanLP

hankcs / HanLP

Star 36.5k

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

nlp natural-language-processing text-classification hanlp named-entity-recognition dependency-parser pos-tagging semantic-parsing
  • Updated Nov 7, 2026
  • Python

NandhaKishorM / laya

Star 35.4k

Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.

multilingual python nlp routing pytorch calibration classification decision-model zero-shot huggingface modernbert jev typed-decisions
  • Updated Nov 10, 2026
  • Python

explosion / spaCy

Star 34k

💫 Industrial-strength Natural Language Processing (NLP) in Python

python nlp data-science machine-learning natural-language-processing ai deep-learning neural-network text-classification cython artificial-intelligence spacy named-entity-recognition neural-networks nlp-library tokenization entity-linking
  • Updated Oct 27, 2026
  • Python
storm

stanford-oval / storm

Star 31.9k

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

nlp naacl report-generation knowledge-curation large-language-models retrieval-augmented-generation agentic-rag emnlp2024 deep-research
  • Updated Sep 30, 2025
  • Python

NirDiamant / RAG_Techniques

Sponsor
Star 30.3k

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

python nlp machine-learning ai tutorials embeddings openai gpt semantic-search rag vector-database llm llms generative-ai langchain llama-index retrieval-augmented-generation agentic-rag
  • Updated Nov 2, 2026
  • Jupyter Notebook

AccumulateMore / CV

Star 24.3k

✅(已完结)超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

python nlp agent machine-learning natural-language-processing computer-vision deep-learning book notebook cv jupyter-notebook chinese agents rag llm llms
  • Updated Sep 20, 2026
  • Jupyter Notebook

lukasmasuch / best-of-ml-python

Star 23.9k

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

python nlp data-science machine-learning deep-learning tensorflow scikit-learn keras ml data-visualization pytorch transformer data-analysis gpt automl jax data-visualizations gpt-3 chatgpt
  • Updated Nov 5, 2026

AiHubCN / Awesome-Chinese-LLM

Star 22.8k

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。

nlp chinese llama awesome-lists llm chatglm
  • Updated May 10, 2026

microsoft / unilm

Star 22.2k

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

nlp kosmos deepnet multimodal bitnet pre-trained-model unilm minilm layoutlm beit document-ai layoutxlm trocr foundation-models llm beit-3 xlm-e mllm kosmos-1 textdiffuser
  • Updated Sep 21, 2026
  • Python
datasets

huggingface / datasets

Star 22.1k

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

nlp machine-learning natural-language-processing ai computer-vision deep-learning tensorflow numpy speech pandas pytorch artificial-intelligence datasets huggingface llm dataset-hub
  • Updated Nov 12, 2026
  • Python

AI4Finance-Foundation / FinGPT

Star 21.6k

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

nlp finance machine-learning reinforcement-learning sentiment-analysis pytorch fintech technical-analysis robo-advisor large-language-models prompt-engineering chatgpt fingpt
  • Updated Oct 25, 2026
  • Jupyter Notebook
rasa

RasaHQ / rasa

Star 21.4k

💬 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

nlp bot machine-learning natural-language-processing bots botkit chatbot bot-framework nlu spacy mitie chatbots machine-learning-library wit rasa conversational-agents conversational-bots chatbots-framework conversational-ai conversation-driven-development
  • Updated Jul 24, 2026
  • Python

Created by Alan Turing

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