Academic Course Projects NLP Tools

Student coursework, class assignments, and academic final projects in NLP/ML. Does NOT include production tools, published research papers, or professional applications.

There are 39 academic course projects tools tracked. The highest-rated is JasonKessler/Scattertext-PyData at 33/100 with 141 stars.

Get all 39 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=academic-course-projects&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

# Tool Score Tier
1 JasonKessler/Scattertext-PyData

Notebooks for the Seattle PyData 2017 talk on Scattertext

33
Emerging
2 dessertlab/cti-to-mitre-with-nlp

Replication package for the paper "Automatic Mapping of Unstructured Cyber...

33
Emerging
3 maastrichtlawtech/law3027-advanced-legal-analytics

πŸ“š Materials for Advanced Legal Analytics (LAW3027) @ Maastricht University.

31
Emerging
4 ds-modules/LEGAL-190-FA22

UC Berkeley LEGALST 190 Fall 2022

27
Experimental
5 HanyangTechAI/2022_Project_Team1

2022 HAI 1νŒ€ ν”„λ‘œμ νŠΈ λ°©μ–Έ λ²ˆμ—­κΈ° κ°œλ°œμ„ μœ„ν•œ λ ˆν¬μ§€ν† λ¦¬μž…λ‹ˆλ‹€.

27
Experimental
6 gyunggyung/Multipurpose_Word_Cloud

μžκΈ°μ†Œκ°œμ„œ, 가사, μΉ΄μΉ΄μ˜€ν†‘ λŒ€ν™” λ“± μ–΄λ– ν•œ 것에 λŒ€ν•œ 글을 μžμ‹ μ΄ μ›ν•˜λŠ” κ·Έλ¦Όκ³Ό λ°©μ‹μœΌλ‘œ ν‘œν˜„ν•΄μ€λ‹ˆλ‹€.

26
Experimental
7 mcreng/ml-for-nlp

HKUST COMP4901K Fall 2018 Machine Learning for Natural Language Processing...

25
Experimental
8 johnamcgrath/Forced-Labour-Detection-IBM

IBM, Trinity College Dublin, Computer Science, Software Engineering Project,...

25
Experimental
9 src-d/models

Machine learning models for MLonCode trained using the source{d} stack

24
Experimental
10 al-alamin/LCSD_challenge_EMSE

Replication package for 'Low-code software development practitioners...

24
Experimental
11 bawejagb/Ex_Paper_Analysis_Project

Exam Paper Analysis Project based on M-RCNN

24
Experimental
12 leolle/atec_nlp

θš‚θšι‡‘θžθ‡ͺη„Άθ―­θ¨€ε€„η†η«žθ΅›γ€‚

23
Experimental
13 fedenanni/Computational-Text-Analysis-2018-19

2018 Computational Text Analysis Notebooks, University of Mannheim

22
Experimental
14 abobafett-dev/advanced-machine-learning-project-iu-2024

[MVP] Students repository for a team project. Project on classification of...

22
Experimental
15 pinkychow1010/digital-chinese-history-blog

This is the blog for Python tutorials on digital Chinese history

22
Experimental
16 acheamponge/HTGAWM

How To Get Away With Murder - An NLP Project to analyze the textual data of...

21
Experimental
17 ardhiraka/H8_SCL2020

Repository used for Shopee Code League Singapore 2020 talks. Topic: Natural...

21
Experimental
18 minji2744/aeum_gil

"μžμ—°μ–΄μ²˜λ¦¬ μ•Œκ³ λ¦¬μ¦˜μ„ ν™œμš©ν•œ λŠλ¦°ν•™μŠ΅μž ꡐ윑 컨텐츠 μ œμž‘" ν”„λ‘œμ νŠΈ "애움길" νŒ€μž…λ‹ˆλ‹€. 데이터...

20
Experimental
19 DrawingProcess/2021S_ThanksForToday

λ‚˜λ₯Ό μ•Œλ €μ£ΌλŠ” μŠ€λ§ˆνŠΈν•œ 일기μž₯: 당신에 λŒ€ν•΄ 잘 μ•Œμ•„κ°ˆ 수 μžˆλŠ” μŠ€λ§ˆνŠΈν•œ 일기μž₯, ν•˜λ£¨λ₯Ό λ§ˆλ¬΄λ¦¬ν•˜λŠ” μ‚¬λžŒλ“€μ„ μœ„ν•œ 정리 ν”Œλ ›νΌ.

19
Experimental
20 AdamJeddy/Grad-Project-Code

Repo for storing files for the graduation project. It holds code for the CV...

18
Experimental
21 zsxkib/TTDS-G35-CW3

TTDS Group Project: Video Games Search Engine. Sakib Ahamed. Dan Buxton,...

17
Experimental
22 DSSGxMunich/land-sealing-dataset-and-analysis

This repo offers the code developed during DSSGx Munich 2023 for producing...

17
Experimental
23 Codeup-Mirzakhani-Group1-NLP-Project/Codeup-Mirzakhani-GitHub-Scrape-NLP-Project

GitHub Scraping group project using Natural Language Processing through the...

16
Experimental
24 avidLearnerInProgress/text_analytics_101

Coursework solutions for the course COMP47600 - Text Analytics

16
Experimental
25 a66as/REFSQ2023-ReqORNot

This repository contains the replication package for the paper "Requirement...

16
Experimental
26 anilsenay/CSE4095S22_Grp4

CSE4095 Intoduction to NLP - Project

16
Experimental
27 davidbroska/Computational-Political-Science

Repository for Computational Political Science course at Zeppelin University

16
Experimental
28 TechEnthuPSG/IndexingFinal

Solution for "Venmurasu Site Indexing" project of Venmurasu Programming...

15
Experimental
29 Hiroki39/CSCI-GA-2590-Final-Project

NYU CSCI-GA 2590 Final Project

14
Experimental
30 AntoineSimoulin/m2-data-sciences

Cours de M2 Data Sciences - Traitement Automatique de la Langue Naturelle

13
Experimental
31 SirCacto/MachineLearningNLPProject

A project I did to research the differences between 3 models when processing...

12
Experimental
32 lorenzoscottb/Dream_Reports_Annotation

Repository for the paper Automatic Scoring of Dream Reports' Emotional...

12
Experimental
33 alexander-poon/represent

Civic Engagement with Data Science

12
Experimental
34 egueorguieva/pump-spring2025

Connor's Spring '25 PUMP Project

12
Experimental
35 imsanjoykb/Saici.ai-NLP

Saici.ai NLP Assessment

12
Experimental
36 Manutr2020/manuel-cv-2026

Digital Humanities and NLP project portfolio. – Manuel Trombetta

11
Experimental
37 chaowei312/6600_FinalProject

DSAN 6600 Final Project

11
Experimental
38 MarcinZ20/NLP-Text-Analysis

Project for AGH UST course called Natural Language Processing in Artificial...

10
Experimental
39 x99i9/MH6812_GROUP-PROJECT

NLP Project with Deep Learning Model Compare

10
Experimental