Nlp Learning Resources NLP Tools

There are 90 nlp learning resources tools tracked. 4 score above 70 (verified tier). The highest-rated is explosion/spaCy at 95/100 with 33,318 stars and 21,189,186 monthly downloads. 4 of the top 10 are actively maintained.

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#	Tool	Score	Tier	Stars	Language
1	explosion/spaCy 💫 Industrial-strength Natural Language Processing (NLP) in Python	95	Verified	33,318	Python
2	nltk/nltk NLTK Source	90	Verified	14,545	Python
3	stanfordnlp/stanza Stanford NLP Python library for tokenization, sentence segmentation, NER,...	84	Verified	7,736	Python
4	flairNLP/flair A very simple framework for state-of-the-art Natural Language Processing (NLP)	78	Verified	14,355	Python
5	HIT-SCIR/ltp Language Technology Platform	69	Established	5,239	Python
6	aphp/edsnlp Modular, fast NLP framework, compatible with Pytorch and spaCy, offering...	69	Established	156	Python
7	huggingface/neuralcoref ✨Fast Coreference Resolution in spaCy with Neural Networks	67	Established	2,890	C
8	undertheseanlp/underthesea Underthesea - Vietnamese NLP Toolkit	66	Established	1,688	Python
9	fastnlp/fastNLP fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.	65	Established	3,149	Python
10	segment-any-text/wtpsplit Toolkit to segment text into sentences or other semantic units in a robust,...	65	Established	1,255	Python
11	snipsco/snips-nlu Snips Python library to extract meaning from text	62	Established	3,960	Python
12	goru001/inltk Natural Language Toolkit for Indic Languages aims to provide out of the box...	60	Established	839	Python
13	smilelight/lightNLP 基于Pytorch和torchtext的自然语言处理深度学习框架。	58	Established	836	Python
14	urduhack/urduhack An NLP library for the Urdu language. It comes with a lot of battery...	56	Established	307	Python
15	proycon/pynlpl PyNLPl, pronounced as 'pineapple', is a Python library for Natural Language...	55	Established	477	Python
16	gandersen101/spaczz Fuzzy matching and more functionality for spaCy.	54	Established	258	Python
17	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...	54	Established	2,267	Python
18	msgi/nlp-journey Documents, papers and codes related to Natural Language Processing,...	54	Established	1,633	Python
19	explosion/spacy-stanza 💥 Use the latest Stanza (StanfordNLP) research models directly in spaCy	54	Established	745	Python
20	nlpbook/nlpbook Applied Natural Language Processing in the Enterprise - An O'Reilly Media Publication	51	Established	202	Jupyter Notebook
21	JohnSnowLabs/johnsnowlabs Gateway into the John Snow Labs Ecosystem	51	Established	72	Python
22	jalajthanaki/NLPython This repository contains the code related to Natural Language Processing...	50	Established	324	Jupyter Notebook
23	allenai/allennlp An open-source NLP research library, built on PyTorch.	50	Established	11,894	Python
24	sushil79g/Nepali_nlp A python based library for NLP in Nepali language	50	Established	168	Jupyter Notebook
25	zihangdai/xlnet XLNet: Generalized Autoregressive Pretraining for Language Understanding	50	Established	6,176	Python
26	sebastianruder/NLP-progress Repository to track the progress in Natural Language Processing (NLP),...	49	Emerging	22,981	Python
27	panggi/pujangga Pujangga - Indonesian Natural Language Processing Tool with REST API, an...	48	Emerging	90	Scala
28	microsoft/nlp-recipes Natural Language Processing Best Practices & Examples	48	Emerging	6,448	Python
29	Ali-Alameer/NLP This repository offers NLP resources & tutorials using keras/tensorflow....	47	Emerging	31	Jupyter Notebook
30	explosion/spacy-experimental 🧪 Cutting-edge experimental spaCy components and features	47	Emerging	105	Python
31	explosion/spacy-transformers 🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy	46	Emerging	1,402	Python
32	alibaba-damo-academy/SpokenNLP A wide variety of research projects developed by the SpokenNLP team of...	45	Emerging	124	Python
33	dmlc/gluon-nlp NLP made easy	44	Emerging	2,549	Python
34	shawnwun/RNNLG RNNLG is an open source benchmark toolkit for Natural Language Generation...	44	Emerging	491	Python
35	sdadas/polish-nlp-resources Pre-trained models and language resources for Natural Language Processing in Polish	44	Emerging	369	—
36	totalgood/nlpia Examples and libraries for "Natural Language Processing in Action" book	44	Emerging	635	HTML
37	salesforce/decaNLP The Natural Language Decathlon: A Multitask Challenge for NLP	44	Emerging	2,339	Python
38	MorvanZhou/NLP-Tutorials Simple implementations of NLP models. Tutorials are written in Chinese on my...	44	Emerging	955	Python
39	AliHaiderAhmad001/BERT-from-Scratch-with-PyTorch Implementation of BERT-based Language Models	43	Emerging	27	Python
40	salesforce/WikiSQL A large annotated semantic parsing corpus for developing natural language interfaces.	43	Emerging	1,802	HTML
41	XuezheMax/NeuroNLP2 Deep neural models for core NLP tasks (Pytorch version)	43	Emerging	440	Python
42	explosion/spacy-course 👩‍🏫 Advanced NLP with spaCy: A free online course	42	Emerging	2,412	Python
43	kakaobrain/pororo PORORO: Platform Of neuRal mOdels for natuRal language prOcessing	42	Emerging	1,307	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）	41	Emerging	165	—
45	chaklam-silpasuwanchai/Python-fo-Natural-Language-Processing This is the repository for the course Natural Language Processing at Asian...	41	Emerging	89	Jupyter Notebook
46	JohnSnowLabs/spark-nlp-models Models and Pipelines for the Spark NLP library	39	Emerging	113	Jupyter Notebook
47	balavenkatesh3322/NLP-pretrained-model A collection of Natural language processing pre-trained models.	38	Emerging	171	—
48	awslabs/gap-text2sql GAP-text2SQL: Learning Contextual Representations for Semantic Parsing with...	38	Emerging	109	Python
49	elte-nlp/elte-nlp-course NLP & FM Lecture Slides	38	Emerging	43	Jupyter Notebook
50	ljvmiranda921/calamanCy NLP pipelines for Tagalog using spaCy	38	Emerging	67	Python
51	samzshi0529/HanziNLP A NLP package for Chinese text：Preprocessing, Tokenization, Chinese Fonts,...	37	Emerging	36	Python
52	aymara/lima The Libre Multilingual Analyzer, a Natural Language Processing (NLP) C++ toolkit.	36	Emerging	118	C++
53	bigdata-ustc/EduNLP A library for advanced Natural Language Processing towards multi-modal...	36	Emerging	62	Python
54	nlpinaction/learning-nlp nlp in action	36	Emerging	1,047	Python
55	kavgan/nlp-in-practice Starter code to solve real world text data problems. Includes: Gensim...	36	Emerging	1,183	Jupyter Notebook
56	explosion/spacy-models 💫 Models for the spaCy Natural Language Processing (NLP) library	36	Emerging	1,848	Python
57	makcedward/nlp :memo: This repository recorded my NLP journey.	36	Emerging	1,084	Python
58	dr-mushtaq/natural-language-processing-projects-python A complete A–Z guide to Natural Language Processing (NLP) using Python —...	35	Emerging	18	Jupyter Notebook
59	talkpython/nlp-with-python-and-spacy-course Course materials for our "Getting Started with NLP and spaCy" course at Talk Python	34	Emerging	38	Jupyter Notebook
60	midas-research/dlkp A deep learning library for identifying keyphrases from text	34	Emerging	25	Python
61	janlukasschroeder/nlp-cheat-sheet-python NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming,...	34	Emerging	256	Jupyter Notebook
62	Nativeatom/NaturalLanguageProcessing Natural Language Procesing	33	Emerging	35	—
63	DataXujing/NLP-paper :art: :art:NLP 自然语言处理教程 :art::art: https://dataxujing.github.io/NLP-paper/	33	Emerging	31	—
64	tugstugi/mongolian-nlp Useful resources for Mongolian NLP	33	Emerging	197	Jupyter Notebook
65	goldenrecursion/goldnlp Golden's NLP/NLU python package and framework for the the Golden Knowledge...	32	Emerging	9	Python
66	SSusantAchary/Practical-NLP-with-NLTK Quick Hands-On NLTK tutorial for NLP in Python. NLTK is one of the most...	31	Emerging	21	Jupyter Notebook
67	worldbank/wb-nlp-apps This repository contains the NLP modeling components and web application...	31	Emerging	13	Jupyter Notebook
68	mit-ccc/TweebankNLP [LREC 2022] An off-the-shelf pre-trained Tweet NLP Toolkit (NER,...	30	Emerging	106	Python
69	itemis/natlagram Natlagram generates diagrams from natural language descriptions.	29	Experimental	14	Python
70	Jivnesh/SanskritShala SanskritShala: A Neural Sanskrit NLP Toolkit with Web-Based Interface	29	Experimental	25	Python
71	txsun1997/nlp-paradigm-shift Paradigm shift in natural language processing	28	Experimental	42	HTML
72	ydli-ai/CSL [COLING 2022] CSL: A Large-scale Chinese Scientific Literature Dataset 中文科学文献数据集	28	Experimental	662	Python
73	explosion/assets 💥 Explosion Assets	28	Experimental	45	—
74	paulfitz/mlsql inferring sql queries from plain-text questions about tables	28	Experimental	917	Python
75	l3cube-pune/MarathiNLP Marathi NLP - is a repository dedicated to development of tools and...	27	Experimental	157	Jupyter Notebook
76	pkeilbach/htwg-practical-nlp A practical course on natural language processing @ HTWG Konstanz.	27	Experimental	9	Jupyter Notebook
77	Huffon/nlp-various-tutorials 자연어 처리와 관련한 여러 튜토리얼 저장소	26	Experimental	79	Jupyter Notebook
78	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	25	Experimental	169	HTML
79	centre-for-humanities-computing/odyCy A general-purpose NLP pipeline for Ancient Greek	25	Experimental	28	Python
80	CLARIN-PL/LEPISZCZE This is the way: designing and compiling LEPISZCZE, a comprehensive NLP...	24	Experimental	14	Python
81	gentaiscool/indonesian-nlp A curated list of research papers and resources on Indonesian languages	24	Experimental	40	—
82	gabeorlanski/stackoverflow-encourages-cheating Code for the NLP4Prog workshop paper "Reading StackOverflow Encourages...	23	Experimental	21	Python
83	code2k13/nlphose Enables creation of complex NLP pipelines in seconds, for processing static...	21	Experimental	10	Jupyter Notebook
84	e-hossam96/CMU-CS11-711 Solutions of the CMU Advanced Natural Language Processing Course	19	Experimental	9	Jupyter Notebook
85	KshitizPandya/Natural-Language-Processing-with-Machine-Learning This repository builds a basic understanding of Natural Language Processing...	19	Experimental	21	Jupyter Notebook
86	google-research-datasets/wiki-atomic-edits A dataset of atomic wikipedia edits containing insertions and deletions of...	19	Experimental	105	—
87	google-research-datasets/wiki-split One million English sentences, each split into two sentences that together...	18	Experimental	124	—
88	rohanmistry231/NLP-Projects-01 A collection of Python-based NLP projects exploring text processing,...	17	Experimental	22	Jupyter Notebook
89	ankitsharma-tech/spaCy Industrial-strength Natural Language Processing (NLP) in Python	16	Experimental	9	Python
90	nhatkhangcs/NLP-lab-HCMUT-revised This repository contains the revised version of the NLP lab at HCMUT. The...	15	Experimental	19	Jupyter Notebook

Comparisons in this category

spaCy and spacy-stanza (95 vs 54) spaCy and spaczz (95 vs 54) stanza and spacy-stanza (84 vs 54)