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 84 nlp learning resources frameworks tracked. 8 score above 50 (established tier). The highest-rated is RingBDStack/SocialED at 53/100 with 596 stars.

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#	Framework	Score	Tier	Stars	Language
1	RingBDStack/SocialED A python library for social event detection	53	Established	596	Python
2	mesolitica/NLP-Models-Tensorflow Gathers machine learning and Tensorflow deep learning models for NLP...	51	Established	1,784	Jupyter Notebook
3	astorfi/Deep-Learning-NLP :satellite: Organized Resources for Deep Learning in Natural Language Processing	51	Established	439	Python
4	rguthrie3/DeepLearningForNLPInPytorch An IPython Notebook tutorial on deep learning for natural language...	51	Established	1,954	Jupyter Notebook
5	DSKSD/DeepNLP-models-Pytorch Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)	51	Established	2,949	Jupyter Notebook
6	mannefedov/compling_nlp_hse_course Материалы курса по компьютерной лингвистике Школы Лингвистики НИУ ВШЭ	51	Established	188	Jupyter Notebook
7	delip/PyTorchNLPBook Code and data accompanying Natural Language Processing with PyTorch...	51	Established	2,055	Jupyter Notebook
8	namisan/mt-dnn Multi-Task Deep Neural Networks for Natural Language Understanding	50	Established	2,257	Python
9	rickiepark/nlp-with-pytorch <파이토치로 배우는 자연어 처리>(한빛미디어, 2021)의 소스 코드를 위한 저장소입니다.	49	Emerging	134	Jupyter Notebook
10	deskool/nlp-class A Natural Language Processing course taught by Professor Ghassemi	49	Emerging	188	Jupyter Notebook
11	omarsar/nlp_overview Overview of Modern Deep Learning Techniques Applied to Natural Language Processing	48	Emerging	1,324	CSS
12	CHCAA-EDUX/NLP-AU Primary repository for the NLP course as part of the CogSci masters program...	48	Emerging	23	Jupyter Notebook
13	clulab/gentlenlp Software introduced in the Deep Learning for NLP: A Gentle Introduction book	47	Emerging	26	Jupyter Notebook
14	dl4nlp-tuda/deep-learning-for-nlp-lectures Deep Learning for Natural Language Processing - Lectures 2023	45	Emerging	173	TeX
15	oxford-cs-deepnlp-2017/practical-1 Oxford Deep NLP 2017 course - Practical 1: word2vec	43	Emerging	255	Jupyter Notebook
16	nlptown/nlp-notebooks A collection of notebooks for Natural Language Processing from NLP Town	43	Emerging	1,015	Jupyter Notebook
17	oxford-cs-deepnlp-2017/lectures Oxford Deep NLP 2017 course	43	Emerging	15,865	—
18	DanAnastasyev/DeepNLP-Course Deep NLP Course	43	Emerging	632	Jupyter Notebook
19	fastai/course-nlp A Code-First Introduction to NLP course	43	Emerging	3,476	Jupyter Notebook
20	scoutbee/pytorch-nlp-notebooks Learn how to use PyTorch to solve some common NLP problems with deep learning.	43	Emerging	421	Jupyter Notebook
21	CrispenGari/nlp-pytorch ✔ Natural Language Processing Notebooks in PyTorch. A series of NLP...	42	Emerging	2	Jupyter Notebook
22	dair-ai/nlp_fundamentals 📘 Contains a series of hands-on notebooks for learning the fundamentals of NLP	42	Emerging	372	Jupyter Notebook
23	oxford-cs-deepnlp-2017/practical-2 Oxford Deep NLP 2017 course - Practical 2: Text Classification	41	Emerging	114	—
24	deeppavlov/deep-nlp-seminars Materials for deep NLP course	41	Emerging	117	Jupyter Notebook
25	oxford-cs-deepnlp-2017/practical-open Oxford Deep NLP 2017 course - Open practical	40	Emerging	99	—
26	oxford-cs-deepnlp-2017/practical-3 Oxford Deep NLP 2017 course - Practical 3: Text Classification with RNNs	40	Emerging	98	—
27	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	40	Emerging	35	—
28	stevezheng23/reading_comprehension_tf Machine Reading Comprehension in Tensorflow	38	Emerging	39	Python
29	Palashio/nylon An intelligent, flexible grammar of machine learning.	37	Emerging	82	Python
30	naturale0/NLP-Do-It-Yourself Implement well-known NLP models from scratch with high-level APIs.	37	Emerging	16	Jupyter Notebook
31	MachineLearningJournalClub/LearningNLP Some Tutorials & in depth analysis of NLP's algorithms with an ethical flavour	36	Emerging	14	Jupyter Notebook
32	abalvet/automatic-annotation-tutorials A repo dedicated to automatic annotation with NLP or AI frameworks and modules.	35	Emerging	1	Jupyter Notebook
33	argilla-io/get_started_with_deep_learning_for_text_with_allennlp Getting started with AllenNLP and PyTorch by training a tweet classifier	35	Emerging	66	Python
34	denocris/MHPC-Natural-Language-Processing-Lectures This is the second part of the Deep Learning Course for the Master in...	33	Emerging	33	Jupyter Notebook
35	sinanuozdemir/oreilly-bert-hands-on-nlp This repository contains code for the O'Reilly Live Online Training for...	33	Emerging	18	Jupyter Notebook
36	AvishakeAdhikary/Neural-Networks-From-Scratch Implementing neural networks from scratch for a deeper understanding of...	32	Emerging	5	Jupyter Notebook
37	cfiltnlp/IWN-En IWN-En contains linked Wordnet data which was linked with the help of manual...	32	Emerging	3	—
38	SheezaShabbir/Time-series-Analysis-using-LSTM-RNN-and-GRU Time series Analysis using LSTM,RNN and GRU with pytorch	32	Emerging	49	Jupyter Notebook
39	Eddy1919/openEtruscan Open-source computational epigraphy toolkit for Etruscan and ancient Italic...	32	Emerging	1	Python
40	soumyadip1995/NLP 🎓📲 Curriculum to Learn Natural Language Processing. Prerequisites in Python,...	31	Emerging	14	—
41	Davidelanz/nlp-contextual-meaning NLP tool for indirect speech acts understanding in human robot-interaction....	30	Emerging	2	Jupyter Notebook
42	ahmedbahaaeldin/Introduction-to-NLP-Class Introduction to NLP class at Zewail City. This repo contains all the...	30	Emerging	15	Jupyter Notebook
43	stevezheng23/language_model_tf Language Model in Tensorflow	30	Emerging	6	Python
44	sungalex/nlp IPA 인공지능센터 "고급(언어지능) 과정 1기" 스터디 자료	29	Experimental	11	Jupyter Notebook
45	hodgesmr/biden_nlp Jupyter Notebook that introduces BIDEN: Binary Inference Dictionaries for...	28	Experimental	10	Jupyter Notebook
46	aadya940/numpyai A complete natural language data analysis toolkit using NumPy and LLMs.	28	Experimental	22	Python
47	divyanshugit/Inception-of-NLP Deep Learning for NLP	28	Experimental	8	—
48	hiredscorelabs/tamnun-ml An easy to use open-source library for advanced Deep Learning and Natural...	28	Experimental	113	Jupyter Notebook
49	divyanshuaggarwal/IndicXNLI Code Repository for the IndicXNLI paper.	27	Experimental	15	Python
50	usmanyousaaf/NLP This repository provides a comprehensive guide to natural language...	27	Experimental	10	Jupyter Notebook
51	is-leeroy-jenkins/Chonky A text-processing framework for machine-learning workflows based in python	27	Experimental	2	HTML
52	mindspore-courses/DeepNLP-models-MindSpore About MindSpore implementations of various Deep NLP models in cs-224n(Stanford Univ)	26	Experimental	24	Jupyter Notebook
53	liu673/NLP-Learning-Workshop Let's Learn NLP Skills for Programmers Together	24	Experimental	2	Jupyter Notebook
54	zhangzw16/Hangman-Game-Solvers NLP and Deep learning solvers for Hangman Game	23	Experimental	4	Jupyter Notebook
55	e-hossam96/CMU-CS11-737 Solutions of the CMU Multilingual Natural Language Processing Course	23	Experimental	3	Shell
56	Shayawnn/nlp-transformers-course Hugging Face NLP	22	Experimental	—	Jupyter Notebook
57	vortezwohl/DeepLoTX An out-of-the-box long-text NLP framework.	21	Experimental	5	Python
58	barbaraneves/nlp-course-jai22 Repositório dedicado ao minicurso sobre Processamento de Linguagem Natural...	20	Experimental	6	Jupyter Notebook
59	JackHCC/NLP-Bubble 🖨 Natural Language Processing Learning Blog，a Study Bubble to recording learning.	20	Experimental	6	—
60	ChristophReich1996/DL4NLP_Cheatsheet_TUD Cheatsheet for the lecture Deep Learning for Natural Language Processing at...	19	Experimental	3	—
61	diegopalencia-research/english-verbs-nlp NLP & Data Science analysis of 298 English verbs phonetic patterns, IPA...	19	Experimental	—	Jupyter Notebook
62	ArunkumarRamanan/Universal-Language Universal Language: Natural Language Processing with Python through Deep...	19	Experimental	3	Jupyter Notebook
63	johntaraj/NLP-Kaggle-Project-US-Patent-Matching NLP project using transformers for the dataset: US patent phrase to phrase matching	18	Experimental	2	Jupyter Notebook
64	arssite/NaturaLinguisticProgramming Repo Related to Natural Language Processing and Social Media Analytics.	18	Experimental	2	Jupyter Notebook
65	ashhass/The-Georgetown-Experiment Reproducing the experiment that resulted in the first NLP hype.	18	Experimental	2	Python
66	amangupta982/nlp-toolkit Structured NLP learning repo — fundamentals to projects: tokenization, NER,...	17	Experimental	1	Python
67	PracticumAI/nlp Practicum AI Natural Language Processing workshop.	17	Experimental	1	Jupyter Notebook
68	NishantBaheti/NaturalLanguageProcessing A guidebook to explore Natural Language Processing using python.	17	Experimental	1	Jupyter Notebook
69	mindorigin150/cmu11868 Coursework for CMU 11-868: Large Language Model Systems.	15	Experimental	17	Python
70	Develop-Packt/Analyzing-Documents-and-Text-with-Natural-Language-Processing In this module you will look at AWS AI services and examine an emerging...	14	Experimental	—	Jupyter Notebook
71	tamanna18/ML-NLP-DL For learning Purposes	14	Experimental	15	Jupyter Notebook
72	Gab333x/nlp-fundamentals 📚 Explore essential NLP techniques through hands-on projects, from web...	14	Experimental	—	Jupyter Notebook
73	Joe-Naz01/advanced_dl Advanced NLP implementation in PyTorch featuring BERT fine-tuning, custom...	13	Experimental	—	Jupyter Notebook
74	SverreStroobants/ml-ccg 🤖 Simplify natural language processing with this flexible, context-free...	13	Experimental	—	—
75	LiteObject/nlp-beginner-guide Complete NLP tutorial covering fundamentals to advanced topics with...	13	Experimental	—	—
76	vaasu2002/Natural-Language-Processing This repository contains my notes and codes which I will refer in future projects	13	Experimental	10	Jupyter Notebook
77	subhadipsinha722133/NLP 🤖NLP, Deep Learning, Machine Learning	12	Experimental	4	Jupyter Notebook
78	yoraghav/Automated_Hangman Uses letter frequency and catboost classifier model in synchronous for...	12	Experimental	6	Jupyter Notebook
79	aliftech/Submission_Model_NLP_dengan_TensorFlow Model ini merupakan model NLP(Natural Language Processing) atau "Pemrosesan...	12	Experimental	6	Jupyter Notebook
80	sushantMoon/isi-nlp Natural Language Processing	11	Experimental	—	JavaScript
81	woooojng/NLP_and_LLM MIT CS224n	11	Experimental	—	—
82	marinaramalhete/nlp-experiments Learning NLP	10	Experimental	2	Jupyter Notebook
83	Raki-j/NLPer_Nutrient-bank 本项目是Raki收集NLP学习过程中的各种优质资料的一个小项目	10	Experimental	2	—
84	Tudor67/Sentence-Selection-For-Question-Answering NLP&SSL Project	10	Experimental	2	Jupyter Notebook

Comparisons in this category

PyTorchNLPBook and pytorch-nlp-notebooks (51 vs 43) DeepLearningForNLPInPytorch and pytorch-nlp-notebooks (51 vs 43) PyTorchNLPBook and nlp-with-pytorch (51 vs 49)