NLP Education Courses Embedding Tools

Educational repositories, course materials, and learning resources for NLP and deep learning fundamentals. Does NOT include production tools, language-specific NLP toolkits, or deployed applications.

There are 74 nlp education courses tools tracked. 2 score above 50 (established tier). The highest-rated is roshan-research/hazm at 66/100 with 1,381 stars and 3,129 monthly downloads.

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#	Tool	Score	Tier	Stars	Language
1	roshan-research/hazm Persian NLP Toolkit	66	Established	1,381	Python
2	Dadmatech/DadmaTools DadmaTools is a Persian NLP tools developed by Dadmatech Co.	51	Established	208	Python
3	amirivojdan/shekar Simplifying Persian NLP for Modern Applications	47	Emerging	61	Python
4	GlobalMaksimum/sadedegel A General Purpose NLP library for Turkish	42	Emerging	95	Python
5	GKalliatakis/Keras-VGG16-places365 Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365...	42	Emerging	203	Python
6	NC0DER/KeyphraseExtraction Keyphrase Extraction Review	36	Emerging	15	Python
7	giladodinak/mlinc Machine Learning from scratch in C	35	Emerging	1	C
8	GKalliatakis/Keras-Application-Zoo Reference implementations of popular DL models missing from...	33	Emerging	34	Python
9	todd-cook/ML-You-Can-Use Practical ML and NLP with examples.	32	Emerging	35	Jupyter Notebook
10	ayaanzhaque/SDCNL Deep Learning for Suicide and Depression Identification with Unsupervised...	28	Experimental	66	Python
11	siddk/entity-network Tensorflow implementation of "Tracking the World State with Recurrent Entity...	27	Experimental	57	Python
12	bharatc9530/Machine-Learning Data Visualization, EDA , Model Building and Deployment etc..	26	Experimental	9	Jupyter Notebook
13	aakhundov/sequence-labeling Accompanying repository of our NLP paper "Sequence Labeling: A Practical...	26	Experimental	6	Python
14	jukiewiczm/kaggle-predict-future-sales Kaggle's Predict Future Sales competition project (TOP 15 solution as of March 2020)	26	Experimental	30	HTML
15	uzairakbar/info-retrieval Information Retrieval in High Dimensional Data (class deliverables)	26	Experimental	40	Jupyter Notebook
16	divyanshj16/Image-Captioning Image Captioning from scratch	25	Experimental	23	Jupyter Notebook
17	GiorgiaAuroraAdorni/learning-personality Learning Personality is a bachelor internship project that use neural...	25	Experimental	5	Python
18	jonas-scholz123/msci-project Master's project: What makes conversations interesting, a NLP approach. We...	24	Experimental	2	Python
19	bsantraigi/Tensorflow-RNN-Tutorials Tutorial on English to Hindi Transliteration using Seq2Seq Architecture in Tensorflow	24	Experimental	16	Jupyter Notebook
20	dl4nlp-rg/search-with-dense-vectors Final project for course on deep learning for nlp (IA376E/1s2020 @ Unicamp)	24	Experimental	2	Jupyter Notebook
21	mhdk1602/python_training Training materials for data engineering concepts in python	24	Experimental	1	Jupyter Notebook
22	Aliipou/culture-identifier NLP-powered personality analyzer that matches your writing style to iconic...	23	Experimental	1	Python
23	greerviau/calcine A source-agnostic, type-agnostic featurization pipeline framework for Python	23	Experimental	1	Python
24	lorenzobalzani/nlp_projects This repository contains assignments, the final course project, and the...	23	Experimental	2	Jupyter Notebook
25	K1Mo0/Sales_forecasting_m5 📈 Forecast retail sales using the M5 dataset to enhance inventory management...	23	Experimental	1	Jupyter Notebook
26	airalcorn2/Color-Names An improved version of the color name model described here:...	23	Experimental	26	Python
27	dmivilensky/Sampling-from-homotopy-groups-of-spheres Sampling from π_n(S^2). Application of optimization and machine learning...	23	Experimental	6	Jupyter Notebook
28	ecgResearch/HeartBert repo for the HeartBERT model	23	Experimental	12	Jupyter Notebook
29	data-datum/nlp_resources Resources related to NLP	22	Experimental	9	—
30	Xhst/data-engineering-projects Projects for the course Data Engineering held by professor Paolo Merialdo at...	22	Experimental	1	Python
31	Hartorn/thc-net Keras-based easy way to create NN and SNN	22	Experimental	—	Jupyter Notebook
32	ashioyajotham/Natural-Language-Processing NLP	21	Experimental	2	Jupyter Notebook
33	Wildertrek/survey A Computational Atlas of 44 Personality Models — standardized datasets,...	21	Experimental	—	Jupyter Notebook
34	josuviteri/Clinic-Note-NLP A comprehensive Natural Language Processing project focused on clinical...	20	Experimental	1	Jupyter Notebook
35	dmeoli/OnlineRetail Data Mining project 2020/2021 @ University of Pisa	20	Experimental	13	Jupyter Notebook
36	nssharmaofficial/image-caption-generator Image captioning model with Resnet50 encoder and LSTM decoder	19	Experimental	18	Python
37	rusnlp/rusnlp map of russian nlp papers	19	Experimental	9	Jupyter Notebook
38	AdityaDutt/MultiColor-Shapes-Database A small database to test different machine learning tasks. It contains...	18	Experimental	11	—
39	ljanyst/deep-learning My musings related to deep learning	17	Experimental	4	Python
40	kgautam01/Automated-Essay-Scorer Deep learning & NLP based project, using word2vec model for creating word...	17	Experimental	4	Jupyter Notebook
41	donfaq/legal-space-research Russian law meets language modelling	16	Experimental	4	Jupyter Notebook
42	SEANIMALMOVE/CetaceanWhistleDetection_StraitOfGibraltar This repository contains an iterative deep learning pipeline for cetacean...	16	Experimental	1	Jupyter Notebook
43	caramel2001/FewShotLearning Flower Recognition: Dealing with Less Data via Few-Shot Learning	15	Experimental	2	Jupyter Notebook
44	rezakhosro/categorized-english-words 154K domain-specific English words across 34 academic fields	15	Experimental	—	—
45	Code-Trees/END-GAME It's all about NLP. From End- To- End.We will create Deep NLP beyond...	15	Experimental	1	Jupyter Notebook
46	KishManani/financial_forecasting_competition_g_research My submission to the G Research Financial Forecasting Competition of 2018	15	Experimental	6	Jupyter Notebook
47	ilyesrezgui/Attention-based-Method-for-Design-Pattern-Detection Implementation of the paper Attention-based Method for Design Pattern Detection	15	Experimental	1	Jupyter Notebook
48	bogwi/rookeen spaCy-based CLI for web linguistic analysis with embeddings, sentiment,...	15	Experimental	—	Python
49	ghostfr1end/the-blueprint-nlp Description: NLP-анализ Telegram-канала The Blueprint (март–май 2025):...	15	Experimental	—	Jupyter Notebook
50	rasyosef/text-embedding-models-training Notebooks to train and evaluate Amharic Text Embedding Models based on BERT...	15	Experimental	2	Jupyter Notebook
51	agoor97/NLP_tasks This Repo collects Notebooks for NLP	14	Experimental	1	Jupyter Notebook
52	devmount/neural-network-pos-tagger Train and evaluate neural network language models for POS tagging, tag input...	14	Experimental	12	Python
53	davidzyx/HinDroid-with-Embeddings Experiments on improving the HinDroid model	14	Experimental	9	Jupyter Notebook
54	windsuzu/Tensorflow2-Beginner Notes from deeplearning.ai's Tensorflow 2 course. It includes the basic...	14	Experimental	1	Jupyter Notebook
55	GalinaDaub/YaPracticum Здесь будут собраны самые интересные проекты, выполненные мной в процессе...	14	Experimental	1	Jupyter Notebook
56	yaassonn/wsd_project Word Sense Disambiguation with DeBERTa-v3-base, centroid classification,...	14	Experimental	—	Jupyter Notebook
57	anu-gtb/evalbot This is an automated scoring system that leverages a trained BERT model to...	14	Experimental	—	Jupyter Notebook
58	anubhavmaity/wattbot My implementation for a kaggle competition:...	13	Experimental	2	Jupyter Notebook
59	z-aqib/embedded-echoes-ml A complete ML pipeline for the Kaggle “Embedded Echoes” challenge using...	12	Experimental	1	Jupyter Notebook
60	SkywardAI/cecilia EDA tools and datasets generator for ML projects	12	Experimental	—	Jupyter Notebook
61	vla6/Blog_gnn_naics Exploring categorical features with various encodings and models	12	Experimental	4	Jupyter Notebook
62	victor7246/Notebooks This repository contains notebooks on different topics across - linear...	11	Experimental	2	Jupyter Notebook
63	SERGI0HERREROS/NLP_ProgramasElectorales Electoral Analysis System based on Natural Language Processing (NLP) for the...	11	Experimental	—	Jupyter Notebook
64	mozartfish/mozartfish About Me	11	Experimental	—	—
65	usbt0p/NLP_course Simple NLP projects implemented from-scratch in Numpy. BPE, Skip-gram...	11	Experimental	—	Python
66	mmarouen/marabou natural language processing and computer vision use cases for non technical user	11	Experimental	2	CSS
67	turgut090/nlp_az_R_Py_Global_vectors_tr_Keras NLP for Azerbaijani language	11	Experimental	2	HTML
68	JocelynVelarde/FinanceAI Code repository for Atrato Financial Hackathon	11	Experimental	2	Jupyter Notebook
69	Balazs-Nagy/actuarial-loss-prediction Actuarial loss prediction of workers’ compensation claims using natural...	11	Experimental	2	Jupyter Notebook
70	DJRamosA/AC-PLT This project presents a novel algorithm that uses natural language...	10	Experimental	1	Jupyter Notebook
71	michimichiamo/pos-tagging Training three different RNN models on a portion of Penn Treebank data to...	10	Experimental	1	Jupyter Notebook
72	LNshuti/national-bank-of-Rwanda Applied AI Embeddings with Python using National Economic Reports	10	Experimental	1	Jupyter Notebook
73	najafmurtaza/Developing-Machine-Learning-Models-in-Flask Flask for training/testing Watson, FastText, Gensen Embeddings and hDBScan....	10	Experimental	1	Python
74	arkeodev/nlp Natural Language Processing (NLP)	10	Experimental	1	Jupyter Notebook