NLP Learning Resources ML Frameworks

Educational materials, tutorials, textbooks, and comprehensive guides for learning Natural Language Processing fundamentals and techniques. Does NOT include standalone NLP libraries, frameworks, or tools without significant educational content, nor does it include domain-specific NLP applications like sentiment analysis or chatbots.

There are 106 nlp learning resources frameworks tracked. 2 score above 50 (established tier). The highest-rated is DSKSD/DeepNLP-models-Pytorch at 51/100 with 2,949 stars.

Get all 106 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	DSKSD/DeepNLP-models-Pytorch Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)	51	Established	2,949	Jupyter Notebook
2	RingBDStack/SocialED A python library for social event detection	51	Established	596	Python
3	mannefedov/compling_nlp_hse_course Материалы курса по компьютерной лингвистике Школы Лингвистики НИУ ВШЭ	47	Emerging	188	Jupyter Notebook
4	mesolitica/NLP-Models-Tensorflow Gathers machine learning and Tensorflow deep learning models for NLP...	44	Emerging	1,784	Jupyter Notebook
5	astorfi/Deep-Learning-NLP :satellite: Organized Resources for Deep Learning in Natural Language Processing	44	Emerging	439	Python
6	rguthrie3/DeepLearningForNLPInPytorch An IPython Notebook tutorial on deep learning for natural language...	44	Emerging	1,954	Jupyter Notebook
7	delip/PyTorchNLPBook Code and data accompanying Natural Language Processing with PyTorch...	44	Emerging	2,055	Jupyter Notebook
8	oxford-cs-deepnlp-2017/lectures Oxford Deep NLP 2017 course	43	Emerging	15,865	—
9	namisan/mt-dnn Multi-Task Deep Neural Networks for Natural Language Understanding	43	Emerging	2,257	Python
10	fastai/course-nlp A Code-First Introduction to NLP course	43	Emerging	3,476	Jupyter Notebook
11	deskool/nlp-class A Natural Language Processing course taught by Professor Ghassemi	42	Emerging	188	Jupyter Notebook
12	rickiepark/nlp-with-pytorch <파이토치로 배우는 자연어 처리>(한빛미디어, 2021)의 소스 코드를 위한 저장소입니다.	42	Emerging	134	Jupyter Notebook
13	omarsar/nlp_overview Overview of Modern Deep Learning Techniques Applied to Natural Language Processing	41	Emerging	1,324	CSS
14	CHCAA-EDUX/NLP-AU Primary repository for the NLP course as part of the CogSci masters program...	41	Emerging	23	Jupyter Notebook
15	clulab/gentlenlp Software introduced in the Deep Learning for NLP: A Gentle Introduction book	40	Emerging	26	Jupyter Notebook
16	Eddy1919/openEtruscan Open-source computational epigraphy toolkit for Etruscan and ancient Italic...	38	Emerging	1	Python
17	dl4nlp-tuda/deep-learning-for-nlp-lectures Deep Learning for Natural Language Processing - Lectures 2023	38	Emerging	173	TeX
18	DrSmile444/ukrainian-ml-optimizer Ukrainian text pre-processing library for ML optimization. Removes noise...	37	Emerging	1	JavaScript
19	nlptown/nlp-notebooks A collection of notebooks for Natural Language Processing from NLP Town	36	Emerging	1,015	Jupyter Notebook
20	DanAnastasyev/DeepNLP-Course Deep NLP Course	36	Emerging	632	Jupyter Notebook
21	scoutbee/pytorch-nlp-notebooks Learn how to use PyTorch to solve some common NLP problems with deep learning.	36	Emerging	421	Jupyter Notebook
22	oxford-cs-deepnlp-2017/practical-1 Oxford Deep NLP 2017 course - Practical 1: word2vec	36	Emerging	255	Jupyter Notebook
23	dair-ai/nlp_fundamentals 📘 Contains a series of hands-on notebooks for learning the fundamentals of NLP	35	Emerging	372	Jupyter Notebook
24	abalvet/automatic-annotation-tutorials A repo dedicated to automatic annotation with NLP or AI frameworks and modules.	35	Emerging	1	Jupyter Notebook
25	CrispenGari/nlp-pytorch ✔ Natural Language Processing Notebooks in PyTorch. A series of NLP...	35	Emerging	2	Jupyter Notebook
26	deeppavlov/deep-nlp-seminars Materials for deep NLP course	34	Emerging	117	Jupyter Notebook
27	oxford-cs-deepnlp-2017/practical-2 Oxford Deep NLP 2017 course - Practical 2: Text Classification	34	Emerging	114	—
28	oxford-cs-deepnlp-2017/practical-3 Oxford Deep NLP 2017 course - Practical 3: Text Classification with RNNs	33	Emerging	98	—
29	oxford-cs-deepnlp-2017/practical-open Oxford Deep NLP 2017 course - Open practical	33	Emerging	99	—
30	duyongan/nlp-is-so-easy 自然语言处理、深度学习、机器学习的一些个人博客	33	Emerging	35	—
31	stevezheng23/reading_comprehension_tf Machine Reading Comprehension in Tensorflow	31	Emerging	39	Python
32	naturale0/NLP-Do-It-Yourself Implement well-known NLP models from scratch with high-level APIs.	30	Emerging	16	Jupyter Notebook
33	Palashio/nylon An intelligent, flexible grammar of machine learning.	30	Emerging	82	Python
34	MachineLearningJournalClub/LearningNLP Some Tutorials & in depth analysis of NLP's algorithms with an ethical flavour	29	Experimental	14	Jupyter Notebook
35	argilla-io/get_started_with_deep_learning_for_text_with_allennlp Getting started with AllenNLP and PyTorch by training a tweet classifier	28	Experimental	66	Python
36	guslatho/syllabificator Tool for syllabificating (dividing words into syllables) Dutch or English...	28	Experimental	6	Python
37	denocris/MHPC-Natural-Language-Processing-Lectures This is the second part of the Deep Learning Course for the Master in...	26	Experimental	33	Jupyter Notebook
38	sinanuozdemir/oreilly-bert-hands-on-nlp This repository contains code for the O'Reilly Live Online Training for...	26	Experimental	18	Jupyter Notebook
39	SheezaShabbir/Time-series-Analysis-using-LSTM-RNN-and-GRU Time series Analysis using LSTM,RNN and GRU with pytorch	25	Experimental	49	Jupyter Notebook
40	cfiltnlp/IWN-En IWN-En contains linked Wordnet data which was linked with the help of manual...	25	Experimental	3	—
41	aadya940/numpyai A complete natural language data analysis toolkit using NumPy and LLMs.	25	Experimental	22	Python
42	is-leeroy-jenkins/Chonky A text-processing framework for machine-learning workflows based in python	24	Experimental	2	HTML
43	soumyadip1995/NLP 🎓📲 Curriculum to Learn Natural Language Processing. Prerequisites in Python,...	24	Experimental	14	—
44	watari-ai/nail NAIL: Native AI Language — A programming language designed for AI to write,...	24	Experimental	2	Python
45	paazmaya/docling-japanese-books Document processing pipeline using Docling for Japanese books and LLM...	23	Experimental	1	Python
46	tahamajs/Natural-Language-Processing-Projects This repository contains a collection of Natural Language Processing (NLP)...	23	Experimental	6	Jupyter Notebook
47	Davidelanz/nlp-contextual-meaning NLP tool for indirect speech acts understanding in human robot-interaction....	23	Experimental	2	Jupyter Notebook
48	ahmedbahaaeldin/Introduction-to-NLP-Class Introduction to NLP class at Zewail City. This repo contains all the...	23	Experimental	15	Jupyter Notebook
49	stevezheng23/language_model_tf Language Model in Tensorflow	23	Experimental	6	Python
50	Aliipou/Finnish-nlp-2.0 World-class Finnish NLP research platform: 30+ endpoints, 99 tests, 100%...	23	Experimental	1	Python
51	banyloms/nlp-tutorial A tutorial project for various NLP techniques.	22	Experimental	—	—
52	sungalex/nlp IPA 인공지능센터 "고급(언어지능) 과정 1기" 스터디 자료	22	Experimental	11	Jupyter Notebook
53	Shayawnn/nlp-transformers-course Hugging Face NLP	22	Experimental	—	Jupyter Notebook
54	christos42/inductive_bias_IE An Information Extraction Study: Take In Mind the Tokenization! (official...	22	Experimental	7	Shell
55	diegopalencia-research/english-verbs-nlp NLP & Data Science analysis of 298 English verbs phonetic patterns, IPA...	22	Experimental	—	Jupyter Notebook
56	Shubham64364/nlp-nltk-python 🚀 Explore NLP fundamentals with Python’s NLTK library through clear examples...	22	Experimental	—	Python
57	dsmorgancodes/nlp-o2-text-preprocessing This repo is about NLP Text Preprocessing. A crucial step in NLP that allows...	22	Experimental	—	Jupyter Notebook
58	nikoslefkos/semcom-framework A repository for my Diploma Thesis; "Semantic communications framework with...	21	Experimental	8	Python
59	hodgesmr/biden_nlp Jupyter Notebook that introduces BIDEN: Binary Inference Dictionaries for...	21	Experimental	10	Jupyter Notebook
60	hiredscorelabs/tamnun-ml An easy to use open-source library for advanced Deep Learning and Natural...	21	Experimental	113	Jupyter Notebook
61	divyanshugit/Inception-of-NLP Deep Learning for NLP	21	Experimental	8	—
62	usmanyousaaf/NLP This repository provides a comprehensive guide to natural language...	20	Experimental	10	Jupyter Notebook
63	divyanshuaggarwal/IndicXNLI Code Repository for the IndicXNLI paper.	20	Experimental	15	Python
64	prakash-ukhalkar/NLP A comprehensive set of Jupyter notebooks that take you from NLP fundamentals...	19	Experimental	6	Python
65	Uzi-gpu/nlp-projects Natural Language Processing projects with text generation, sentiment...	19	Experimental	—	Jupyter Notebook
66	mindspore-courses/DeepNLP-models-MindSpore About MindSpore implementations of various Deep NLP models in cs-224n(Stanford Univ)	19	Experimental	24	Jupyter Notebook
67	vortezwohl/DeepLoTX An out-of-the-box long-text NLP framework.	19	Experimental	5	Python
68	vanshika230/Natural-Language-Processing This repository contains notes on Applied Natural Language Processing course...	18	Experimental	8	—
69	avarshvir/nlp_intelligent_lab NLP Intelligent Lab is an interactive Python-powered NLP playground that...	18	Experimental	—	Python
70	liu673/NLP-Learning-Workshop Let's Learn NLP Skills for Programmers Together	17	Experimental	2	Jupyter Notebook
71	Madhu009/NLP.ai Natural language processing using different tools and models	17	Experimental	2	Jupyter Notebook
72	zhangzw16/Hangman-Game-Solvers NLP and Deep learning solvers for Hangman Game	16	Experimental	4	Jupyter Notebook
73	e-hossam96/CMU-CS11-737 Solutions of the CMU Multilingual Natural Language Processing Course	16	Experimental	3	Shell
74	sanjaalcorps/NepaliStemmer Nepali Stemmer for Natural Language Processing, Machine Learning , Deep Text...	15	Experimental	2	Java
75	bychwa/Naturale Simple Natural Language Processing (NPL) implementation that is based on...	15	Experimental	2	JavaScript
76	amangupta982/nlp-toolkit Structured NLP learning repo — fundamentals to projects: tokenization, NER,...	15	Experimental	1	Python
77	apekshyasharma/BlackthornMysteryGame An NLP-integrated Visual Novel Game that redefines the mystery solving genre...	15	Experimental	—	Ren'Py
78	LiteObject/nlp-beginner-guide Complete NLP tutorial covering fundamentals to advanced topics with...	14	Experimental	—	—
79	SverreStroobants/ml-ccg 🤖 Simplify natural language processing with this flexible, context-free...	14	Experimental	—	—
80	mehvishsheikh31/NLP Complete NLP roadmap for beginners — 5 Google Colab notebooks covering Text...	14	Experimental	—	Jupyter Notebook
81	Tarak-Ram-1908/text2sql-transformer Schema-aware Text-to-SQL Transformer	14	Experimental	—	Python
82	Gab333x/nlp-fundamentals 📚 Explore essential NLP techniques through hands-on projects, from web...	14	Experimental	—	Jupyter Notebook
83	Harito97/Tu_NLP Materials for a Natural Language Processing (NLP) course, including labs,...	14	Experimental	4	Python
84	Jayantaxnath/natural-language-processing-projects This repository includes all the projects and learning.	14	Experimental	—	Jupyter Notebook
85	Joe-Naz01/advanced_dl Advanced NLP implementation in PyTorch featuring BERT fine-tuning, custom...	14	Experimental	—	Jupyter Notebook
86	fares-ds/Natural-Language-Processing Natural Language Processing projects and Tutorials	13	Experimental	5	Jupyter Notebook
87	Ardevop-sk/nlp-tools Natural Language Processing is process in which computer understand human...	13	Experimental	8	Java
88	chiang9/NLP-Chinese_couplet_generation NLP project on Transformer based Chinese Couplet Generation	13	Experimental	7	Jupyter Notebook
89	barbaraneves/nlp-course-jai22 Repositório dedicado ao minicurso sobre Processamento de Linguagem Natural...	13	Experimental	6	Jupyter Notebook
90	JackHCC/NLP-Bubble 🖨 Natural Language Processing Learning Blog，a Study Bubble to recording learning.	13	Experimental	6	—
91	ArunkumarRamanan/Universal-Language Universal Language: Natural Language Processing with Python through Deep...	12	Experimental	3	Jupyter Notebook
92	code2k13/nlphoseGUI This tool allows you to create Natural Language Processing pipelines for use...	12	Experimental	3	JavaScript
93	Develop-Packt/Analyzing-Documents-and-Text-with-Natural-Language-Processing In this module you will look at AWS AI services and examine an emerging...	12	Experimental	—	Jupyter Notebook
94	ChristophReich1996/DL4NLP_Cheatsheet_TUD Cheatsheet for the lecture Deep Learning for Natural Language Processing at...	12	Experimental	3	—
95	hausanlp/hausanlp Hausa Natural Language Processing Repository	12	Experimental	3	—
96	arssite/NaturaLinguisticProgramming Repo Related to Natural Language Processing and Social Media Analytics.	11	Experimental	2	Jupyter Notebook
97	Xtalism/natural-language-spacy-python Natural language processing AI model with SpaCy (work on progress).	11	Experimental	—	Python
98	nlintas/AI-Using-NLP-Tests These are a series of tests that were made using a Natural Language...	11	Experimental	—	Prolog
99	johntaraj/NLP-Kaggle-Project-US-Patent-Matching NLP project using transformers for the dataset: US patent phrase to phrase matching	11	Experimental	2	Jupyter Notebook
100	ashhass/The-Georgetown-Experiment Reproducing the experiment that resulted in the first NLP hype.	11	Experimental	2	Python
101	nunesma/natural_language_processing Artificial Intelligence (AI) project using natural language processing techniques	11	Experimental	—	Jupyter Notebook
102	smb-h/active-to-passive-sentences NLP-Based Automated Active to Passive Sentence Conversion	10	Experimental	1	Jupyter Notebook
103	PracticumAI/nlp Practicum AI Natural Language Processing workshop.	10	Experimental	1	Jupyter Notebook
104	NishantBaheti/NaturalLanguageProcessing A guidebook to explore Natural Language Processing using python.	10	Experimental	1	Jupyter Notebook
105	hasnainyaqub/Natural_Language_Processing-NLP- Exploring the fundamentals of NLP, including text preprocessing,...	10	Experimental	3	Jupyter Notebook
106	prathamk1483/Natural-Language-Processing This repository showcasing my works in the field of Natural Language...	10	Experimental	1	Jupyter Notebook

Comparisons in this category

DeepLearningForNLPInPytorch and pytorch-nlp-notebooks (44 vs 36)