NLP Learning Resources LLM Tools

Educational repositories, tutorials, and course materials for learning NLP concepts and techniques. Includes coursework implementations, learning notes, and practical NLP project examples. Does NOT include production tools, deployment frameworks, or specialized NLP applications for specific tasks.

There are 36 nlp learning resources tools tracked. 1 score above 50 (established tier). The highest-rated is zou-group/textgrad at 57/100 with 3,416 stars.

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#	Tool	Score	Tier	Stars	Language
1	zou-group/textgrad TextGrad: Automatic ''Differentiation'' via Text -- using large language...	57	Established	3,416	Python
2	ArikReuter/TopicGPT TopicGPT allows to integrate the benefits of LLMs into Topic Modelling	42	Emerging	114	Python
3	FMXExpress/Song-Writer-AI Write lyriced songs using AI via LLMs like GPT-3.5-Turbo and Vicuna-13b.	37	Emerging	10	Pascal
4	jd-coderepos/advanced-nlp-course Advanced NLP, Summer Semester 2025	32	Emerging	1	Jupyter Notebook
5	WangRongsheng/IvyGPT [CICAI 2023] The official codes for "Ivygpt: Interactive chinese pathway...	32	Emerging	59	—
6	LMU-Seminar-LLMs/TopicGPT TopicGPT allows to integrate the benefits of LLMs into Topic Modelling	32	Emerging	28	Python
7	yandex-cloud-examples/yc-yagpt-summary-notebook Краткий пересказ текста "бесконечного" размера при помощи YandexGPT.	31	Emerging	2	Jupyter Notebook
8	sinanuozdemir/maven-modern-nlp Modern Natural Language Processing with GPT-3 & more	28	Experimental	6	Jupyter Notebook
9	kenantang/cjk-idioms-gpt Code and Dataset for EMNLP 2024 Findings Paper	22	Experimental	5	HTML
10	sdx0112/Chinese-Topic-Modelling Topic modelling for Chinese meeting notes followed by extensive topic analysis.	22	Experimental	6	Jupyter Notebook
11	altsoph/RusNor This repo contains a supplementary code for the paper "Smotrom tvoja på...	21	Experimental	4	Smarty
12	urbanadventurer/LyricMind LyricMind is an AI-powered cognitive firewall that analyzes song lyrics to...	21	Experimental	8	Python
13	Shuyib/HF_model_preview Using LLMs in huggingface for sentiment analysis, translation, summarization...	21	Experimental	—	Jupyter Notebook
14	artaasd95/rap-music-generator The Rap Music Generator project is an innovative LLM-based tool designed to...	20	Experimental	2	Jupyter Notebook
15	miladfa7/Persian-Word-Embedding Persian Word Embedding using FastText, BERT, GPT and GloVe \| تعبیه کلمات...	20	Experimental	10	—
16	leweex95/textgenhub My personal text-generation hub to connect to web-based text-generation LLMs.	19	Experimental	—	JavaScript
17	samminweng/AionUrbanStudies A Transformer Language Model-based Topic Analysis tool	19	Experimental	3	Roff
18	AngelRabago/lyricloop-llm 🎵 Generate structured and genre-specific lyrics using LyricLoop LLM,...	18	Experimental	1	Jupyter Notebook
19	Shengxiang-Lin/COMPSCI-288 UCB CS 288. Natural Language Processing	17	Experimental	98	Jupyter Notebook
20	ewdlop/NLPNote ^[S]\s$NLP(^\[Super\]\s$Natural Language Processing) Note....	16	Experimental	2	Jupyter Notebook
21	Dheeraj-02NK/Natural-Language-Processing NLP (Natural Language Processing) is a field of study that combines computer...	15	Experimental	12	Jupyter Notebook
22	tuesmonsoleil/Natural_Language_Processing Contains all implementation code and documentation for the course...	14	Experimental	—	Jupyter Notebook
23	accruementstuff994/genius-lyrics-cleaned-dataset Provide a cleaned, filtered English lyrics dataset optimized for language...	14	Experimental	—	—
24	quanghuynt14/huggingface-llm-course Notes & code for Hugging Face LLM course	13	Experimental	—	Jupyter Notebook
25	CAI991108/Natural-Language-Processing-Utils This repository contains three projects exploring cutting-edge NLP...	13	Experimental	—	Jupyter Notebook
26	dixslyf/topic-modelling-of-tweets-on-chatgpt An analysis of public discourse on ChatGPT using BERTopic for topic...	12	Experimental	1	Typst
27	MutluEray/NLP NLP methods is practiced including GPT, Machine-translation, Q&A models	11	Experimental	—	Jupyter Notebook
28	exdsgift/IN4080 Natural Language Processing - Autumn 2024 (university of Oslo). BPE...	11	Experimental	—	Jupyter Notebook
29	lopezjhonf/Easy_NLP This repository will save any code related to NLP and LLM models for...	11	Experimental	—	Jupyter Notebook
30	icanswim/huggingMo An exploration of huggingface.	11	Experimental	—	Jupyter Notebook
31	mary-lev/NER Evaluation of Named Entity Recognition Models for Russian News Texts in the...	11	Experimental	1	Jupyter Notebook
32	fahmiaziz98/large_language_model This repository contains my practice in learning llms, specifically BERT, T5, GPT-2	11	Experimental	—	Jupyter Notebook
33	gopireddy99/LLM_Huggingface Language Learning Model (LLM) in NLP using Hugging Face	11	Experimental	—	Jupyter Notebook
34	tejaswargudla/LLM-finetuning Finetuning the LLM model for NLP tasks and cybersec based instruction datasets	11	Experimental	—	—
35	LeonardoMaioli/song_lyrics_ai_toolkit Criação de ferramentas baseadas em IA para análise, extração e geração de...	11	Experimental	—	Jupyter Notebook
36	kmock930/Natural-Language-Processing This project contains codes and paperwork based on the course CSI5386 at...	11	Experimental	1	Jupyter Notebook