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natural-language-processing GitHub repositories

Explore 50 tracked GitHub repositories tagged natural-language-processing. Compare their recorded star activity and implementation languages, then follow related topics to find other projects.

Snapshot: 2026-10-28. The collection gained 223 stars since the previous daily snapshot.

Tracked repositories: 50
Total stars: 578,682
Stars gained · 7 days: +2,189
Stars gained · 30 days: +6,557

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Star activity for natural-language-processing repositories on this page
Repository	Total stars	Today	7 days	30 days
ombharatiya/ai-system-design-guide	4.0K	+75	+307	+693
rasbt/LLMs-from-scratch	107.4K	+48	+436	+1,743
huggingface/transformers	168.3K	+43	+336	+1,523
srbhr/Resume-Matcher	28.9K	+18	+108	+361
WeThinkIn/AIGC-Interview-Book	5.1K	+8	+56	+250

Explore repositories

Showing 1–50 of 50 tracked repositories.

ombharatiya/ai-system-design-guide

AI system design guide for engineers building production AI systems and evals.

rasbt/LLMs-from-scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

huggingface/transformers

🤗 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.

★ 168.3K+43 todayPython

llm machine-learning

srbhr/Resume-Matcher

The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.

★ 28.9K+18 todayPython

machine-learning typescript

WeThinkIn/AIGC-Interview-Book

【三年面试五年模拟】AIGC/LLM/AI Agent算法工程师面试资源平台。涵盖AIGC、LLM大模型、AI Agent、具身智能、传统深度学习、计算机视觉、自然语言处理、自动驾驶、机器学习、强化学习、大数据挖掘、世界模型、元宇宙、AGI等AI行业面试笔试干货经验与核心跨周期知识。

★ 5.1K+8 todayPython

machine-learning deep-learning

raiyanyahya/how-to-train-your-gpt

Build a modern LLM from scratch. Every line commented. Explained like we are five.

★ 4.1K+6 todayJupyter Notebook

llm machine-learning

huggingface/huggingface_hub

The official CLI and Python client for the Hugging Face Hub.

★ 4.0K+6 todayPython

machine-learning deep-learning

explosion/spaCy

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

★ 34.0K+2 todayPython

ai machine-learning

xlang-ai/OSWorld

[NeurIPS 2024] OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

★ 3.2K+2 todayPython

nltk/nltk

NLTK Source

★ 14.8K+2 todayPython

machine-learning nlp

zjunlp/LightMem

[ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation

★ 1.2K+2 todayPython

ANative-Lab/EvoAgentX

🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents

★ 3.4K+1 todayPython

Unstructured-IO/unstructured

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

argilla-io/argilla

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

★ 5.2K+1 todayPython

ludwig-ai/ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

autogluon/autogluon

Fast and Accurate ML in 3 Lines of Code

lazyprogrammer/machine_learning_examples

A collection of machine learning examples and tutorials.

★ 8.9K+1 todayPython

machine-learning deep-learning

hemansnation/AI-Engineer-Headquarters

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

★ 3.8K+1 todayJupyter Notebook

facebookresearch/meta-agents-research-environments

Meta Agents Research Environments is a comprehensive platform designed to evaluate AI agents in dynamic, realistic scenarios. Unlike static benchmarks, this platform introduces evolving environments where agents must adapt their strategies as new information becomes available, mirroring real-world challenges.

★ 575+1 todayPython

girafe-ai/ml-course

Open Machine Learning course

★ 3.6K+1 todayJupyter Notebook

machine-learning python

bespokelabsai/curator

Synthetic data curation for post-training and structured data extraction

★ 1.8K+1 todayPython

llm machine-learning

zjunlp/LLMAgentPapers

Must-read Papers on LLM Agents.

★ 3.1K+1 todayUnknown

superlinked/sie

Open-source inference server and production cluster for all the models your agent needs.

huggingface/datasets

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

★ 22.1K+0 todayPython

keon/awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

★ 19.1K+0 todayUnknown

machine-learning deep-learning

asreview/asreview

Active learning for systematic reviews

★ 1.1K+0 todayPython

llm deep-learning

arc53/DocsGPT

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.

zjunlp/SkillNet

Create, Evaluate, and Connect AI Skills

★ 1.4K+0 todayPython

ai-agents skills

microsoft/FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

huggingface/autotrain-advanced

🤗 AutoTrain Advanced

★ 4.6K+0 todayPython

machine-learning deep-learning

HowieHwong/TrustLLM

[ICML 2024] TrustLLM: LLM trustworthiness evaluation across truthfulness, safety, fairness, robustness, privacy and ethics. Python/CLI toolkit for local models, compatible APIs and AI agent orchestration.

taishi-i/awesome-japanese-nlp-resources

A curated list of resources for Japanese natural language processing (NLP): Python libraries, LLMs, dictionaries, corpora, and datasets. Includes Claude Code and Codex skills to search resources.

★ 1.0K+0 todayUnknown

llm agent-skills

dongrixinyu/JioNLP

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

★ 3.9K+0 todayPython

youngfish42/Awesome-FL

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

explosion/spacy-llm

🦙 Integrating LLMs into structured NLP pipelines

★ 1.4K+0 todayPython

llm machine-learning

flairNLP/flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

★ 14.4K+0 todayPython

machine-learning pytorch

The-FinAI/PIXIU

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

★ 895+0 todayJupyter Notebook

machine-learning chatgpt

d0r1h/ML-University

Machine Learning Open Source University

★ 955+0 todayUnknown

machine-learning deep-learning

stanfordnlp/stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

★ 7.9K+0 todayPython

machine-learning deep-learning

RubixML/ML

A high-level machine learning and deep learning library for the PHP language.

★ 2.2K+0 todayPHP

machine-learning deep-learning

yuchenlin/rebiber

A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).

★ 3.0K+0 todayPython

machine-learning natural-language-processing

keras-team/keras-hub

Pretrained model hub for Keras 3.

★ 995+0 todayPython

llm machine-learning

PAIR-code/lit

The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.

★ 3.7K+0 todayTypeScript

machine-learning natural-language-processing

JohnSnowLabs/spark-nlp

State of the Art Natural Language Processing

makcedward/nlpaug

Data augmentation for NLP

★ 4.7K+0 todayJupyter Notebook

ai machine-learning

x4nth055/pythoncode-tutorials

The Python Code Tutorials

★ 3.0K+0 todayJupyter Notebook

machine-learning python

explosion/thinc

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

★ 2.9K+0 todayPython

ai machine-learning

explosion/spacy-transformers

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

★ 1.4K+0 todayPython

machine-learning openai

curiosity-ai/catalyst

🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.

★ 860+0 todayC#

ai machine-learning

webis-de/small-text

Active Learning for Text Classification in Python

★ 646+0 todayPython

machine-learning deep-learning