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 90 nlp education courses tools tracked. 3 score above 50 (established tier). The highest-rated is roshan-research/hazm at 65/100 with 1,381 stars.

Get all 90 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	roshan-research/hazm Persian NLP Toolkit	65	Established	1,381	Python
2	Dadmatech/DadmaTools DadmaTools is a Persian NLP tools developed by Dadmatech Co.	58	Established	208	Python
3	amirivojdan/shekar Simplifying Persian NLP for Modern Applications	51	Established	61	Python
4	GlobalMaksimum/sadedegel A General Purpose NLP library for Turkish	49	Emerging	95	Python
5	GKalliatakis/Keras-VGG16-places365 Keras code and weights files for the VGG16-places365 and VGG16-hybrid1365...	49	Emerging	203	Python
6	NC0DER/KeyphraseExtraction Keyphrase Extraction Review	43	Emerging	15	Python
7	GKalliatakis/Keras-Application-Zoo Reference implementations of popular DL models missing from...	40	Emerging	34	Python
8	todd-cook/ML-You-Can-Use Practical ML and NLP with examples.	39	Emerging	35	Jupyter Notebook
9	giladodinak/mlinc Machine Learning from scratch in C	39	Emerging	1	C
10	ayaanzhaque/SDCNL Deep Learning for Suicide and Depression Identification with Unsupervised...	35	Emerging	66	Python
11	siddk/entity-network Tensorflow implementation of "Tracking the World State with Recurrent Entity...	34	Emerging	57	Python
12	uzairakbar/info-retrieval Information Retrieval in High Dimensional Data (class deliverables)	33	Emerging	40	Jupyter Notebook
13	bharatc9530/Machine-Learning Data Visualization, EDA , Model Building and Deployment etc..	33	Emerging	9	Jupyter Notebook
14	jukiewiczm/kaggle-predict-future-sales Kaggle's Predict Future Sales competition project (TOP 15 solution as of March 2020)	33	Emerging	30	HTML
15	divyanshj16/Image-Captioning Image Captioning from scratch	32	Emerging	23	Jupyter Notebook
16	GiorgiaAuroraAdorni/learning-personality Learning Personality is a bachelor internship project that use neural...	32	Emerging	5	Python
17	bsantraigi/Tensorflow-RNN-Tutorials Tutorial on English to Hindi Transliteration using Seq2Seq Architecture in Tensorflow	31	Emerging	16	Jupyter Notebook
18	mhdk1602/python_training Training materials for data engineering concepts in python	31	Emerging	1	Jupyter Notebook
19	dl4nlp-rg/search-with-dense-vectors Final project for course on deep learning for nlp (IA376E/1s2020 @ Unicamp)	31	Emerging	2	Jupyter Notebook
20	jonas-scholz123/msci-project Master's project: What makes conversations interesting, a NLP approach. We...	31	Emerging	2	Python
21	ecgResearch/HeartBert repo for the HeartBERT model	30	Emerging	12	Jupyter Notebook
22	dmivilensky/Sampling-from-homotopy-groups-of-spheres Sampling from π_n(S^2). Application of optimization and machine learning...	30	Emerging	6	Jupyter Notebook
23	airalcorn2/Color-Names An improved version of the color name model described here:...	30	Emerging	26	Python
24	data-datum/nlp_resources Resources related to NLP	29	Experimental	9	—
25	Xhst/data-engineering-projects Projects for the course Data Engineering held by professor Paolo Merialdo at...	29	Experimental	1	Python
26	ashioyajotham/Natural-Language-Processing NLP	28	Experimental	2	Jupyter Notebook
27	dmeoli/OnlineRetail Data Mining project 2020/2021 @ University of Pisa	27	Experimental	13	Jupyter Notebook
28	Aliipou/culture-identifier NLP-powered personality analyzer that matches your writing style to iconic...	27	Experimental	1	Python
29	rusnlp/rusnlp map of russian nlp papers	26	Experimental	9	Jupyter Notebook
30	nssharmaofficial/image-caption-generator Image captioning model with Resnet50 encoder and LSTM decoder	26	Experimental	18	Python
31	lorenzobalzani/nlp_projects This repository contains assignments, the final course project, and the...	25	Experimental	2	Jupyter Notebook
32	AdityaDutt/MultiColor-Shapes-Database A small database to test different machine learning tasks. It contains...	25	Experimental	11	—
33	kgautam01/Automated-Essay-Scorer Deep learning & NLP based project, using word2vec model for creating word...	24	Experimental	4	Jupyter Notebook
34	ljanyst/deep-learning My musings related to deep learning	24	Experimental	4	Python
35	donfaq/legal-space-research Russian law meets language modelling	23	Experimental	4	Jupyter Notebook
36	SEANIMALMOVE/CetaceanWhistleDetection_StraitOfGibraltar This repository contains an iterative deep learning pipeline for cetacean...	23	Experimental	1	Jupyter Notebook
37	Wildertrek/survey A Computational Atlas of 44 Personality Models — standardized datasets,...	23	Experimental	—	Jupyter Notebook
38	greerviau/calcine A source-agnostic, type-agnostic featurization pipeline framework for Python	22	Experimental	1	Python
39	rasyosef/text-embedding-models-training Notebooks to train and evaluate Amharic Text Embedding Models based on BERT...	22	Experimental	2	Jupyter Notebook
40	Code-Trees/END-GAME It's all about NLP. From End- To- End.We will create Deep NLP beyond...	22	Experimental	1	Jupyter Notebook
41	KishManani/financial_forecasting_competition_g_research My submission to the G Research Financial Forecasting Competition of 2018	22	Experimental	6	Jupyter Notebook
42	ilyesrezgui/Attention-based-Method-for-Design-Pattern-Detection Implementation of the paper Attention-based Method for Design Pattern Detection	22	Experimental	1	Jupyter Notebook
43	caramel2001/FewShotLearning Flower Recognition: Dealing with Less Data via Few-Shot Learning	22	Experimental	2	Jupyter Notebook
44	GalinaDaub/YaPracticum Здесь будут собраны самые интересные проекты, выполненные мной в процессе...	21	Experimental	1	Jupyter Notebook
45	devmount/neural-network-pos-tagger Train and evaluate neural network language models for POS tagging, tag input...	21	Experimental	12	Python
46	Hartorn/thc-net Keras-based easy way to create NN and SNN	21	Experimental	—	Jupyter Notebook
47	davidzyx/HinDroid-with-Embeddings Experiments on improving the HinDroid model	21	Experimental	9	Jupyter Notebook
48	vla6/Blog_gnn_naics Exploring categorical features with various encodings and models	19	Experimental	4	Jupyter Notebook
49	turgut090/nlp_az_R_Py_Global_vectors_tr_Keras NLP for Azerbaijani language	18	Experimental	2	HTML
50	Balazs-Nagy/actuarial-loss-prediction Actuarial loss prediction of workers’ compensation claims using natural...	18	Experimental	2	Jupyter Notebook
51	JocelynVelarde/FinanceAI Code repository for Atrato Financial Hackathon	18	Experimental	2	Jupyter Notebook
52	mmarouen/marabou natural language processing and computer vision use cases for non technical user	18	Experimental	2	CSS
53	LNshuti/national-bank-of-Rwanda Applied AI Embeddings with Python using National Economic Reports	17	Experimental	1	Jupyter Notebook
54	DJRamosA/AC-PLT This project presents a novel algorithm that uses natural language...	17	Experimental	1	Jupyter Notebook
55	najafmurtaza/Developing-Machine-Learning-Models-in-Flask Flask for training/testing Watson, FastText, Gensen Embeddings and hDBScan....	17	Experimental	1	Python
56	arkeodev/nlp Natural Language Processing (NLP)	17	Experimental	1	Jupyter Notebook
57	michimichiamo/pos-tagging Training three different RNN models on a portion of Penn Treebank data to...	17	Experimental	1	Jupyter Notebook
58	rezakhosro/categorized-english-words 154K domain-specific English words across 34 academic fields	17	Experimental	—	—
59	bogwi/rookeen spaCy-based CLI for web linguistic analysis with embeddings, sentiment,...	17	Experimental	—	Python
60	ghostfr1end/the-blueprint-nlp Description: NLP-анализ Telegram-канала The Blueprint (март–май 2025):...	17	Experimental	—	Jupyter Notebook
61	anubhavmaity/wattbot My implementation for a kaggle competition:...	15	Experimental	2	Jupyter Notebook
62	yaassonn/wsd_project Word Sense Disambiguation with DeBERTa-v3-base, centroid classification,...	14	Experimental	—	Jupyter Notebook
63	SkywardAI/cecilia EDA tools and datasets generator for ML projects	14	Experimental	—	Jupyter Notebook
64	CSSLab/behavioral-stylometry Accurate and scalable few-shot identification of chess players from their moves alone	14	Experimental	23	—
65	anu-gtb/evalbot This is an automated scoring system that leverages a trained BERT model to...	13	Experimental	—	Jupyter Notebook
66	usbt0p/NLP_course Simple NLP projects implemented from-scratch in Numpy. BPE, Skip-gram...	13	Experimental	—	Python
67	SERGI0HERREROS/NLP_ProgramasElectorales Electoral Analysis System based on Natural Language Processing (NLP) for the...	13	Experimental	—	Jupyter Notebook
68	jamesdorfman/Neural-Poet Poetry sampled from a Recurrent Neural Network language model	13	Experimental	9	Python
69	mozartfish/mozartfish About Me	13	Experimental	—	—
70	iamsiva11/DLNLP-papernotes Summaries and notes on Deep Learning research papers in natural language...	12	Experimental	5	—
71	GKalliatakis/Human-Rights-Archive-CNNs The Human Rights Archive CNNs for Human Rights Violations Classification	12	Experimental	8	Python
72	vla6/Blog_naics_nn Investigations of stochastic randomization for entity embeddings in neural...	12	Experimental	2	Jupyter Notebook
73	mohitgupta07/tipr-assignment-3rd 3rd Assignment of TIPR Course	11	Experimental	—	Jupyter Notebook
74	FrodeRanders/sfbanalys Analys av Socialförsäkringsbalken med olika AI-verktyg	11	Experimental	—	HTML
75	SupratikSaha/Kaggle-M5-Forecasting-Uncertainty-Walmart-Store-Sales This repository hosts a set of models built using lightgbm and keras that...	11	Experimental	3	Python
76	agoila/udacity-dlnd-P3 TV script generation using Recurrent Neural Networks in TensorFlow	11	Experimental	—	HTML
77	IinjyI/PersonAI Divide and conquer approach in extracting MBTI personality types with deep...	11	Experimental	—	HTML
78	cuban-digital-language/nlp-rnn-text-generator 🤖 Recurrent neural network to text generate	11	Experimental	—	Jupyter Notebook
79	machulsky61/Dream-Journal Project for the subject Data Laboratories, done in Python, using Web...	11	Experimental	—	Jupyter Notebook
80	AlimTleuliyev/csci393-final-project CSCI 393 Final Project	11	Experimental	—	Jupyter Notebook
81	pHequals7/NLP_Notebooks NLP related concepts, challenges and datasets	11	Experimental	3	Jupyter Notebook
82	abisliouk/IE678-deep-learning This is a repository with the assignments of IE678 Deep Learning course at...	11	Experimental	—	Jupyter Notebook
83	donnamagi/hackernews-analysis Synthesising and embedding content from the trending stories on Hacker News	11	Experimental	3	Jupyter Notebook
84	DiegoAndai/Deep-learning-framework-research Information about Neural Network's tools	11	Experimental	3	Python
85	vyktron/databattle24 Github Repository of the IA PAU Data Battle 2024 - 2nd Place	11	Experimental	—	Python
86	turinglayer/notebooks Notebooks for ML Tasks w/ Scikit and LLMs using Cohere, HuggingFace,...	10	Experimental	2	Jupyter Notebook
87	jiemingyou/NLP-project Course project for ELEC-E5550 Statistical Natural Language Processing	10	Experimental	2	Jupyter Notebook
88	Wadaboa/nlp-assignments Various assignments for Natural Language Processing class at UNIBO	10	Experimental	2	Jupyter Notebook
89	Opikadash/H-M Minor project	10	Experimental	2	Jupyter Notebook
90	z-aqib/embedded-echoes-ml A complete ML pipeline for the Kaggle “Embedded Echoes” challenge using...	10	Experimental	1	Jupyter Notebook