Academic Thesis Repositories Transformer Models

Collections of code, datasets, and implementations from academic theses and dissertations using transformers. Includes master's theses, PhD theses, and bachelor theses across various domains. Does NOT include published research papers, standalone production tools, or tutorials.

There are 30 academic thesis repositories models tracked. The highest-rated is VectorInstitute/odyssey at 48/100 with 50 stars.

Get all 30 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=academic-thesis-repositories&limit=20"

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#	Model	Score	Tier	Stars	Language
1	VectorInstitute/odyssey A toolkit for developing foundation models using Electronic Health Record (EHR) data.	48	Emerging	50	Python
2	ycq091044/BIOT BIOT - A framework for pretraining biosignals at scale. Large EEG pre-trained models.	40	Emerging	182	Python
3	woodRock/fishy-business Machine Learning for Rapid Evaporative Ionization Mass Spectrometry for...	35	Emerging	3	Python
4	AntixK/PyTorch-Model-Compare Compare neural networks by their feature similarity	35	Emerging	379	Python
5	soda-inria/carte Repository for CARTE: Context-Aware Representation of Table Entries	34	Emerging	167	Python
6	harryjdavies/HeartGPT Interpretable Pre-Trained Transformers for Heart Time-Series Data	29	Experimental	50	Python
7	poloclub/tsr-convstem High-Performance Transformers for Table Structure Recognition Need Early Convolutions	26	Experimental	45	Python
8	camelop/NLP-Robustness OOD Generalization and Detection (ACL 2020)	24	Experimental	59	Python
9	yelabb/PhantomX On the Limits of Discrete Representations for Neural Control. A systematic...	21	Experimental	2	Python
10	rofiqsamanhudi/alzheimer-detection Pipeline Computer Vision untuk klasifikasi citra dan ekstraksi fitur dengan...	21	Experimental	2	Jupyter Notebook
11	Omid-Nejati/Locality-iN-Locality Robust Transformer with Locality Inductive Bias and Feature Normalization...	18	Experimental	11	Python
12	JennEYoon/ECG-transform Customizing AI models for wearable ECG prototype - quantified health.	15	Experimental	1	Jupyter Notebook
13	Banjiola/dissertation Automatic diacritic restoration of Yoruba Ife dialect using mT5-small and byT5-small	15	Experimental	—	Jupyter Notebook
14	Bonnelselme/HeartFail-Predict 🔍 Predict cardiac mortality in real-time using AI, leveraging routine tests...	14	Experimental	—	Python
15	Crazz-Zaac/llm-driven-clinical-study-analysis Masters Thesis	14	Experimental	—	Jupyter Notebook
16	CheeseCakeyy/Heart-Disease-Prediction An evolving project aimed at predicting heart disease using deep learning,...	14	Experimental	—	Jupyter Notebook
17	robertoschiavone/transformer-q-network My Master's Thesis.	13	Experimental	5	TeX
18	e-caste/masters-thesis My Master's thesis: "Automatic Video Lecture Summarization with Injection of...	13	Experimental	5	Jupyter Notebook
19	vlachvojta/table_structure_recognition Master thesis at FIT (B\|V)UT 2024/2025. Table structure recognition using...	12	Experimental	1	Jupyter Notebook
20	Hidde-Heijnen/audioGPT Cambridge Master Thesis: Audio Interpretable Transformers	12	Experimental	1	Python
21	marekninja/master-thesis One Bit at a Time: Impact of Quantisation on Neural Machine Translation	12	Experimental	3	Jupyter Notebook
22	lorebianchi98/ALADIN-2.0 Master Thesis work from the title "Design and development of cross-modal...	12	Experimental	3	Python
23	TimKoornstra/SAURON Code for the master's thesis project 'SAURON: Leveraging Semantically...	11	Experimental	2	Python
24	luhuim/Transformers_project This is my ongoing master thesis project. It is a transformers model.	11	Experimental	—	—
25	miriusz6/Masters-Thesis Code for my Master's Thesis: Enhancing Fossil Identification: A Study on...	11	Experimental	—	Jupyter Notebook
26	Jac-Zac/Thesis Repository thesis on HTR on museum's biological artifacts labels	11	Experimental	2	Jupyter Notebook
27	ri2658/WARP WARP - Wildfire Adversarial Robustness Procedure	10	Experimental	1	—
28	goncalomcorreia/phd-thesis-goncalomcorreia The LaTeX of Gonçalo M. Correia's PhD thesis. The "Making Of" of this thesis...	10	Experimental	1	TeX
29	oussama95boussaid/Automated_Table_Detection_and_recognition_from_Scanned_Images The core objective of this project is to develop a sophisticated algorithm...	10	Experimental	1	Jupyter Notebook
30	Aydana1/3DETR_MSc_thesis MSc thesis work conducted @ MBZUAI. The work was presented and published at...	10	Experimental	1	Python