Nlp Learning Resources NLP Tools

There are 140 nlp learning resources tools tracked. 4 score above 70 (verified tier). The highest-rated is nltk/nltk at 87/100 with 14,545 stars. 3 of the top 10 are actively maintained.

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#	Tool	Score	Tier	Stars	Language
1	nltk/nltk NLTK Source	87	Verified	14,545	Python
2	explosion/spaCy 💫 Industrial-strength Natural Language Processing (NLP) in Python	82	Verified	33,318	Python
3	undertheseanlp/underthesea Underthesea - Vietnamese NLP Toolkit	80	Verified	1,688	Python
4	stanfordnlp/stanza Stanford NLP Python library for tokenization, sentence segmentation, NER,...	71	Verified	7,736	Python
5	flairNLP/flair A very simple framework for state-of-the-art Natural Language Processing (NLP)	68	Established	14,355	Python
6	aphp/edsnlp Modular, fast NLP framework, compatible with Pytorch and spaCy, offering...	66	Established	156	Python
7	HIT-SCIR/ltp Language Technology Platform	63	Established	5,239	Python
8	segment-any-text/wtpsplit Toolkit to segment text into sentences or other semantic units in a robust,...	62	Established	1,255	Python
9	msgi/nlp-journey Documents, papers and codes related to Natural Language Processing,...	61	Established	1,633	Python
10	goru001/inltk Natural Language Toolkit for Indic Languages aims to provide out of the box...	60	Established	839	Python
11	smilelight/lightNLP 基于Pytorch和torchtext的自然语言处理深度学习框架。	60	Established	836	Python
12	huggingface/neuralcoref ✨Fast Coreference Resolution in spaCy with Neural Networks	59	Established	2,890	C
13	nlpbook/nlpbook Applied Natural Language Processing in the Enterprise - An O'Reilly Media Publication	58	Established	202	Jupyter Notebook
14	NLP-LOVE/Introduction-NLP HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中...	57	Established	2,267	Python
15	jalajthanaki/NLPython This repository contains the code related to Natural Language Processing...	57	Established	324	Jupyter Notebook
16	fastnlp/fastNLP fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.	57	Established	3,149	Python
17	sushil79g/Nepali_nlp A python based library for NLP in Nepali language	57	Established	168	Jupyter Notebook
18	snipsco/snips-nlu Snips Python library to extract meaning from text	56	Established	3,960	Python
19	JohnSnowLabs/johnsnowlabs Gateway into the John Snow Labs Ecosystem	55	Established	72	Python
20	proycon/pynlpl PyNLPl, pronounced as 'pineapple', is a Python library for Natural Language...	55	Established	477	Python
21	panggi/pujangga Pujangga - Indonesian Natural Language Processing Tool with REST API, an...	55	Established	90	Scala
22	explosion/spacy-experimental 🧪 Cutting-edge experimental spaCy components and features	54	Established	105	Python
23	Ali-Alameer/NLP This repository offers NLP resources & tutorials using keras/tensorflow....	54	Established	31	Jupyter Notebook
24	urduhack/urduhack An NLP library for the Urdu language. It comes with a lot of battery...	53	Established	307	Python
25	explosion/spacy-stanza 💥 Use the latest Stanza (StanfordNLP) research models directly in spaCy	53	Established	745	Python
26	explosion/spacy-transformers 🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy	53	Established	1,402	Python
27	sdadas/polish-nlp-resources Pre-trained models and language resources for Natural Language Processing in Polish	51	Established	369	—
28	salesforce/decaNLP The Natural Language Decathlon: A Multitask Challenge for NLP	51	Established	2,339	Python
29	shawnwun/RNNLG RNNLG is an open source benchmark toolkit for Natural Language Generation...	51	Established	491	Python
30	gandersen101/spaczz Fuzzy matching and more functionality for spaCy.	51	Established	258	Python
31	MorvanZhou/NLP-Tutorials Simple implementations of NLP models. Tutorials are written in Chinese on my...	51	Established	955	Python
32	dmlc/gluon-nlp NLP made easy	51	Established	2,549	Python
33	totalgood/nlpia Examples and libraries for "Natural Language Processing in Action" book	51	Established	635	HTML
34	XuezheMax/NeuroNLP2 Deep neural models for core NLP tasks (Pytorch version)	50	Established	440	Python
35	salesforce/WikiSQL A large annotated semantic parsing corpus for developing natural language interfaces.	50	Established	1,802	HTML
36	zihangdai/xlnet XLNet: Generalized Autoregressive Pretraining for Language Understanding	50	Established	6,176	Python
37	allenai/allennlp An open-source NLP research library, built on PyTorch.	50	Established	11,894	Python
38	alibaba-damo-academy/SpokenNLP A wide variety of research projects developed by the SpokenNLP team of...	49	Emerging	124	Python
39	kakaobrain/pororo PORORO: Platform Of neuRal mOdels for natuRal language prOcessing	49	Emerging	1,307	Python
40	sebastianruder/NLP-progress Repository to track the progress in Natural Language Processing (NLP),...	49	Emerging	22,981	Python
41	explosion/spacy-course 👩‍🏫 Advanced NLP with spaCy: A free online course	49	Emerging	2,412	Python
42	chaklam-silpasuwanchai/Python-fo-Natural-Language-Processing This is the repository for the course Natural Language Processing at Asian...	48	Emerging	89	Jupyter Notebook
43	microsoft/nlp-recipes Natural Language Processing Best Practices & Examples	48	Emerging	6,448	Python
44	xiaoxiong74/Cool-NLPCV Some Cool NLP and CV Repositories and Solutions （收集NLP中常见任务的开源解决方案、数据集、工具、学习资料等）	48	Emerging	165	—
45	AliHaiderAhmad001/BERT-from-Scratch-with-PyTorch Implementation of BERT-based Language Models	47	Emerging	27	Python
46	JohnSnowLabs/spark-nlp-models Models and Pipelines for the Spark NLP library	46	Emerging	113	Jupyter Notebook
47	elte-nlp/elte-nlp-course NLP & FM Lecture Slides	45	Emerging	43	Jupyter Notebook
48	emory-courses/nlp-essentials Foundations of Modern NLP	45	Emerging	8	Python
49	balavenkatesh3322/NLP-pretrained-model A collection of Natural language processing pre-trained models.	45	Emerging	171	—
50	awslabs/gap-text2sql GAP-text2SQL: Learning Contextual Representations for Semantic Parsing with...	45	Emerging	109	Python
51	ljvmiranda921/calamanCy NLP pipelines for Tagalog using spaCy	45	Emerging	67	Python
52	DrSmile444/ukrainian-ml-optimizer Ukrainian text pre-processing library for ML optimization. Removes noise...	44	Emerging	1	JavaScript
53	makcedward/nlp :memo: This repository recorded my NLP journey.	43	Emerging	1,084	Python
54	bigdata-ustc/EduNLP A library for advanced Natural Language Processing towards multi-modal...	43	Emerging	62	Python
55	nlpinaction/learning-nlp nlp in action	43	Emerging	1,047	Python
56	kavgan/nlp-in-practice Starter code to solve real world text data problems. Includes: Gensim...	43	Emerging	1,183	Jupyter Notebook
57	explosion/spacy-models 💫 Models for the spaCy Natural Language Processing (NLP) library	43	Emerging	1,848	Python
58	aymara/lima The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.	43	Emerging	118	C++
59	janlukasschroeder/nlp-cheat-sheet-python NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming,...	41	Emerging	256	Jupyter Notebook
60	talkpython/nlp-with-python-and-spacy-course Course materials for our "Getting Started with NLP and spaCy" course at Talk Python	41	Emerging	38	Jupyter Notebook
61	Nativeatom/NaturalLanguageProcessing Natural Language Procesing	40	Emerging	35	—
62	samzshi0529/HanziNLP A NLP package for Chinese text：Preprocessing, Tokenization, Chinese Fonts,...	40	Emerging	36	Python
63	cattolatte/zenith-nlp-framework A comprehensive toolkit to build, train, and deploy modern NLP models from...	40	Emerging	2	Python
64	tugstugi/mongolian-nlp Useful resources for Mongolian NLP	40	Emerging	197	Jupyter Notebook
65	DataXujing/NLP-paper :art: :art:NLP 自然语言处理教程 :art::art: https://dataxujing.github.io/NLP-paper/	40	Emerging	31	—
66	dr-mushtaq/natural-language-processing-projects-python A complete A–Z guide to Natural Language Processing (NLP) using Python —...	39	Emerging	18	Jupyter Notebook
67	goldenrecursion/goldnlp Golden's NLP/NLU python package and framework for the the Golden Knowledge...	39	Emerging	9	Python
68	midas-research/dlkp A deep learning library for identifying keyphrases from text	39	Emerging	25	Python
69	SSusantAchary/Practical-NLP-with-NLTK Quick Hands-On NLTK tutorial for NLP in Python. NLTK is one of the most...	38	Emerging	21	Jupyter Notebook
70	worldbank/wb-nlp-apps This repository contains the NLP modeling components and web application...	38	Emerging	13	Jupyter Notebook
71	mit-ccc/TweebankNLP [LREC 2022] An off-the-shelf pre-trained Tweet NLP Toolkit (NER,...	37	Emerging	106	Python
72	itemis/natlagram Natlagram generates diagrams from natural language descriptions.	36	Emerging	14	Python
73	Jivnesh/SanskritShala SanskritShala: A Neural Sanskrit NLP Toolkit with Web-Based Interface	36	Emerging	25	Python
74	explosion/assets 💥 Explosion Assets	35	Emerging	45	—
75	txsun1997/nlp-paradigm-shift Paradigm shift in natural language processing	35	Emerging	42	HTML
76	paulfitz/mlsql inferring sql queries from plain-text questions about tables	35	Emerging	917	Python
77	guslatho/syllabificator Tool for syllabificating (dividing words into syllables) Dutch or English...	35	Emerging	6	Python
78	tsmdt/DHd-2025_eScriptorium-meets-LLMs Using LLMs for Named Entity Recognition (NER)	35	Emerging	5	Jupyter Notebook
79	ydli-ai/CSL [COLING 2022] CSL: A Large-scale Chinese Scientific Literature Dataset 中文科学文献数据集	35	Emerging	662	Python
80	pkeilbach/htwg-practical-nlp A practical course on natural language processing @ HTWG Konstanz.	34	Emerging	9	Jupyter Notebook
81	l3cube-pune/MarathiNLP Marathi NLP - is a repository dedicated to development of tools and...	34	Emerging	157	Jupyter Notebook
82	Huffon/nlp-various-tutorials 자연어 처리와 관련한 여러 튜토리얼 저장소	33	Emerging	79	Jupyter Notebook
83	centre-for-humanities-computing/odyCy A general-purpose NLP pipeline for Ancient Greek	32	Emerging	28	Python
84	gcalcedo/clusview Build interactive topic modeling pipelines.	32	Emerging	5	Python
85	JiangYanting/Pre-modern_Chinese_corpus_dataset 近代汉语语料库数据集自然语言处理语料库古代汉语古汉语文言文数字人文计算语言	32	Emerging	169	HTML
86	gentaiscool/indonesian-nlp A curated list of research papers and resources on Indonesian languages	31	Emerging	40	—
87	CLARIN-PL/LEPISZCZE This is the way: designing and compiling LEPISZCZE, a comprehensive NLP...	31	Emerging	14	Python
88	gabeorlanski/stackoverflow-encourages-cheating Code for the NLP4Prog workshop paper "Reading StackOverflow Encourages...	30	Emerging	21	Python
89	tahamajs/Natural-Language-Processing-Projects This repository contains a collection of Natural Language Processing (NLP)...	30	Emerging	6	Jupyter Notebook
90	christos42/inductive_bias_IE An Information Extraction Study: Take In Mind the Tokenization! (official...	29	Experimental	7	Shell
91	nikoslefkos/semcom-framework A repository for my Diploma Thesis; "Semantic communications framework with...	28	Experimental	8	Python
92	code2k13/nlphose Enables creation of complex NLP pipelines in seconds, for processing static...	28	Experimental	10	Jupyter Notebook
93	ardoco/named-architecture-entity-recognition NAER	27	Experimental	2	Java
94	paazmaya/docling-japanese-books Document processing pipeline using Docling for Japanese books and LLM...	27	Experimental	1	Python
95	tenexcoder/huggingface-tutorials Working NLP examples using the Hugging Face stack	26	Experimental	5	Python
96	e-hossam96/CMU-CS11-711 Solutions of the CMU Advanced Natural Language Processing Course	26	Experimental	9	Jupyter Notebook
97	google-research-datasets/wiki-atomic-edits A dataset of atomic wikipedia edits containing insertions and deletions of...	26	Experimental	105	—
98	KshitizPandya/Natural-Language-Processing-with-Machine-Learning This repository builds a basic understanding of Natural Language Processing...	26	Experimental	21	Jupyter Notebook
99	vanshika230/Natural-Language-Processing This repository contains notes on Applied Natural Language Processing course...	25	Experimental	8	—
100	google-research-datasets/wiki-split One million English sentences, each split into two sentences that together...	25	Experimental	124	—
101	Madhu009/NLP.ai Natural language processing using different tools and models	24	Experimental	2	Jupyter Notebook
102	rohanmistry231/NLP-Projects-01 A collection of Python-based NLP projects exploring text processing,...	24	Experimental	22	Jupyter Notebook
103	Aliipou/Finnish-nlp-2.0 World-class Finnish NLP research platform: 30+ endpoints, 99 tests, 100%...	23	Experimental	1	Python
104	nhatkhangcs/NLP-lab-HCMUT-revised This repository contains the revised version of the NLP lab at HCMUT. The...	22	Experimental	19	Jupyter Notebook
105	ankitsharma-tech/spaCy Industrial-strength Natural Language Processing (NLP) in Python	22	Experimental	9	Python
106	bychwa/Naturale Simple Natural Language Processing (NPL) implementation that is based on...	22	Experimental	2	JavaScript
107	sanjaalcorps/NepaliStemmer Nepali Stemmer for Natural Language Processing, Machine Learning , Deep Text...	22	Experimental	2	Java
108	dsmorgancodes/nlp-o2-text-preprocessing This repo is about NLP Text Preprocessing. A crucial step in NLP that allows...	22	Experimental	—	Jupyter Notebook
109	Shubham64364/nlp-nltk-python 🚀 Explore NLP fundamentals with Python’s NLTK library through clear examples...	22	Experimental	—	Python
110	prakash-ukhalkar/NLP A comprehensive set of Jupyter notebooks that take you from NLP fundamentals...	21	Experimental	6	Python
111	banyloms/nlp-tutorial A tutorial project for various NLP techniques.	21	Experimental	—	—
112	srchakaev/nlp-bert-team NLP multi-page project on HuggingFace	21	Experimental	1	Python
113	di37/ner-electrical-engineering-dataset This repository provides scripts and notebooks to create a Named Entity...	20	Experimental	7	Jupyter Notebook
114	fares-ds/Natural-Language-Processing Natural Language Processing projects and Tutorials	20	Experimental	5	Jupyter Notebook
115	Harito97/Tu_NLP Materials for a Natural Language Processing (NLP) course, including labs,...	20	Experimental	4	Python
116	Ardevop-sk/nlp-tools Natural Language Processing is process in which computer understand human...	20	Experimental	8	Java
117	chiang9/NLP-Chinese_couplet_generation NLP project on Transformer based Chinese Couplet Generation	20	Experimental	7	Jupyter Notebook
118	hausanlp/hausanlp Hausa Natural Language Processing Repository	19	Experimental	3	—
119	m-krastev/madhatter Text analysis package for extracting linguistic measures.	18	Experimental	2	Jupyter Notebook
120	avarshvir/nlp_intelligent_lab NLP Intelligent Lab is an interactive Python-powered NLP playground that...	18	Experimental	—	Python
121	zeyadusf/Text2Pandas Convert Text with context about your dataframe to code Pandas by py	18	Experimental	2	Jupyter Notebook
122	prathamk1483/Natural-Language-Processing This repository showcasing my works in the field of Natural Language...	17	Experimental	1	Jupyter Notebook
123	apekshyasharma/BlackthornMysteryGame An NLP-integrated Visual Novel Game that redefines the mystery solving genre...	17	Experimental	—	Ren'Py
124	bydmiller/TextWizards This repository houses a collection of my natural language processing (NLP)...	17	Experimental	1	Jupyter Notebook
125	Uzi-gpu/nlp-projects Natural Language Processing projects with text generation, sentiment...	17	Experimental	—	Jupyter Notebook
126	smb-h/active-to-passive-sentences NLP-Based Automated Active to Passive Sentence Conversion	17	Experimental	1	Jupyter Notebook
127	hasnainyaqub/Natural_Language_Processing-NLP- Exploring the fundamentals of NLP, including text preprocessing,...	16	Experimental	3	Jupyter Notebook
128	Tarak-Ram-1908/text2sql-transformer Schema-aware Text-to-SQL Transformer	14	Experimental	—	Python
129	mehvishsheikh31/NLP Complete NLP roadmap for beginners — 5 Google Colab notebooks covering Text...	14	Experimental	—	Jupyter Notebook
130	Jayantaxnath/natural-language-processing-projects This repository includes all the projects and learning.	13	Experimental	—	Jupyter Notebook
131	Xtalism/natural-language-spacy-python Natural language processing AI model with SpaCy (work on progress).	13	Experimental	—	Python
132	Shazam2morrow/semantic-analysis Semantic analysis with neural networks	13	Experimental	10	Jupyter Notebook
133	nunesma/natural_language_processing Artificial Intelligence (AI) project using natural language processing techniques	13	Experimental	—	Jupyter Notebook
134	oshinrathor/ML-NLP-Projects This repository contains a collection of Machine Learning and NLP projects,...	13	Experimental	3	Jupyter Notebook
135	nlintas/AI-Using-NLP-Tests These are a series of tests that were made using a Natural Language...	13	Experimental	—	Prolog
136	RemeAjayi/ds-job-detective Text Extraction with POS Tagging and Deep Learning(LSTMs)	12	Experimental	8	Jupyter Notebook
137	LinggarM/natural-language-processing Collection of codes of Natural Language Processing college course	11	Experimental	—	Jupyter Notebook
138	rashomon-gh/bangla-nlp-tutorial বাংলায় ন্যাচারাল ল্যাঙ্গুয়েজ প্রসেসিং এর উপর লেখা সিরিজের জন্য কোড রিপোজিটরি	11	Experimental	4	Jupyter Notebook
139	Rahul8991/NLPdata Data gathering process in a json file.	11	Experimental	—	Jupyter Notebook
140	TheLucasSchwarz/polcom-twitter-nlp Currently running NLP project about political communication on Twitter. You...	10	Experimental	2	—