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 32 academic thesis repositories models tracked. 1 score above 50 (established tier). The highest-rated is VectorInstitute/odyssey at 52/100 with 50 stars.

Get all 32 projects as JSON

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#	Model	Score	Tier	Stars	Language
1	VectorInstitute/odyssey A toolkit for developing foundation models using Electronic Health Record (EHR) data.	52	Established	50	Python
2	ycq091044/BIOT BIOT - A framework for pretraining biosignals at scale. Large EEG pre-trained models.	47	Emerging	182	Python
3	AntixK/PyTorch-Model-Compare Compare neural networks by their feature similarity	42	Emerging	379	Python
4	woodRock/fishy-business Machine Learning for Rapid Evaporative Ionization Mass Spectrometry for...	42	Emerging	3	Python
5	soda-inria/carte Repository for CARTE: Context-Aware Representation of Table Entries	41	Emerging	167	Python
6	harryjdavies/HeartGPT Interpretable Pre-Trained Transformers for Heart Time-Series Data	36	Emerging	50	Python
7	poloclub/tsr-convstem High-Performance Transformers for Table Structure Recognition Need Early Convolutions	33	Emerging	45	Python
8	camelop/NLP-Robustness OOD Generalization and Detection (ACL 2020)	31	Emerging	59	Python
9	Omid-Nejati/Locality-iN-Locality Robust Transformer with Locality Inductive Bias and Feature Normalization...	25	Experimental	11	Python
10	yelabb/PhantomX On the Limits of Discrete Representations for Neural Control. A systematic...	23	Experimental	2	Python
11	e-caste/masters-thesis My Master's thesis: "Automatic Video Lecture Summarization with Injection of...	20	Experimental	5	Jupyter Notebook
12	robertoschiavone/transformer-q-network My Master's Thesis.	20	Experimental	5	TeX
13	lorebianchi98/ALADIN-2.0 Master Thesis work from the title "Design and development of cross-modal...	19	Experimental	3	Python
14	vlachvojta/table_structure_recognition Master thesis at FIT (B\|V)UT 2024/2025. Table structure recognition using...	19	Experimental	1	Jupyter Notebook
15	marekninja/master-thesis One Bit at a Time: Impact of Quantisation on Neural Machine Translation	19	Experimental	3	Jupyter Notebook
16	JennEYoon/ECG-transform Customizing AI models for wearable ECG prototype - quantified health.	19	Experimental	1	Jupyter Notebook
17	TimKoornstra/SAURON Code for the master's thesis project 'SAURON: Leveraging Semantically...	18	Experimental	2	Python
18	goncalomcorreia/phd-thesis-goncalomcorreia The LaTeX of Gonçalo M. Correia's PhD thesis. The "Making Of" of this thesis...	17	Experimental	1	TeX
19	ri2658/WARP WARP - Wildfire Adversarial Robustness Procedure	17	Experimental	1	—
20	Banjiola/dissertation Automatic diacritic restoration of Yoruba Ife dialect using mT5-small and byT5-small	17	Experimental	—	Jupyter Notebook
21	Hidde-Heijnen/audioGPT Cambridge Master Thesis: Audio Interpretable Transformers	14	Experimental	1	Python
22	Jac-Zac/Thesis Repository thesis on HTR on museum's biological artifacts labels	13	Experimental	2	Jupyter Notebook
23	miriusz6/Masters-Thesis Code for my Master's Thesis: Enhancing Fossil Identification: A Study on...	13	Experimental	—	Jupyter Notebook
24	luhuim/Transformers_project This is my ongoing master thesis project. It is a transformers model.	13	Experimental	—	—
25	Crazz-Zaac/llm-driven-clinical-study-analysis Masters Thesis	13	Experimental	—	Jupyter Notebook
26	juliaolcese/tesis_planning Métodos de Aprendizaje Automático para Grounding en Planning Clásico:...	12	Experimental	2	—
27	jankovidakovic/masters Contains the implementation for my master's thesis, titled: "Tackling...	11	Experimental	—	Python
28	ActurialCapital/blocks Extra blocks for scikit-learn features.	11	Experimental	—	Python
29	Sottix99/Point-cloud-transformers-for-3D-fragment-matching This repository refers to my master's thesis in the Data Science at Sapienza...	10	Experimental	2	Python
30	JeanBaptiste02/Travel-Order-Resolver EPITECH Master of Science 5th year (Semester 9) Artificial Intelligence project	10	Experimental	2	Jupyter Notebook
31	alexandrastna/AI-for-ESG Master Thesis project: End-to-end NLP pipeline for extracting and validating...	10	Experimental	1	Jupyter Notebook
32	premchand9985/Predicting_Incident_HeartFailure_Disease_Based-on-Transformers This repository hosts a cutting-edge deep learning model developed to...	10	Experimental	2	Python