Vector Institute

All

135 repositories

aieng-template-uv
Public template
AI Engineering template repository using `uv` as python dependency/package manager.
template python3
Python
•
MIT License
•0•4•0•1•Updated Jun 20, 2025Jun 20, 2025
FL4Health
Public
A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings
machine-learning deep-learning healthcare federated-learning distributed-learning federated-learning-framework
Python
•
Apache License 2.0
•13•43•0•4•Updated Jun 20, 2025Jun 20, 2025
aieng-platform
Public
Initial repo to kickstart AI Engineering platform
0•0•0•1•Updated Jun 19, 2025Jun 19, 2025
fed-rag
Public
A framework for fine-tuning retrieval-augmented generation (RAG) systems.
machine-learning deep-learning federated-learning rag llms
Python
•
Apache License 2.0
•21•109•35•0•Updated Jun 19, 2025Jun 19, 2025
FLorist
Public
CSS
•
Apache License 2.0
•0•9•0•0•Updated Jun 19, 2025Jun 19, 2025
rag-bootcamp
Public
RAG bootamp reference implementations
Jupyter Notebook
•
Apache License 2.0
•19•25•0•1•Updated Jun 19, 2025Jun 19, 2025
fair-sense-ai
Public
An AI-powered tool for bias detection and risk management, promoting sustainable and trustworthy AI systems.
Python
•
Other
•1•2•0•2•Updated Jun 19, 2025Jun 19, 2025
Vector-Jobboard
Public
Working with Jobboard API to perform actions needed by Vector Institute
Python
•0•0•0•1•Updated Jun 19, 2025Jun 19, 2025
odyssey
Public
A toolkit for developing foundation models using Electronic Health Record (EHR) data.
machine-learning transformers healthcare electronic-health-record state-space-models mimic-iv foundation-models
Python
•
Apache License 2.0
•14•37•5•7•Updated Jun 19, 2025Jun 19, 2025
adrenaline
Public
A pipeline for creating clinical reasoning benchmarks from electronic health records
reasoning llm
Python
•
Other
•0•1•3•9•Updated Jun 19, 2025Jun 19, 2025
clinical-ai-monitor
Public
An application to monitor clinical AI models
machine-learning monitoring clinical-ai
TypeScript
•
Other
•1•2•0•5•Updated Jun 19, 2025Jun 19, 2025
cyclops
Public
A toolkit for evaluating and monitoring AI models in clinical settings
machine-learning deep-learning evaluation healthcare physionet mimic-iii electronic-health-record clinical-research eicu-crd clinical-data
Python
•
Other
•13•85•0•13•Updated Jun 19, 2025Jun 19, 2025
delirium-risk-predictor
Public
An application to predict risk of delirium at time of admission
machine-learning delirium
TypeScript
•
Apache License 2.0
•0•0•0•8•Updated Jun 19, 2025Jun 19, 2025
vector-inference
Public
Efficient LLM inference on Slurm clusters using vLLM.
inference vlm text-embedding llm vllm llm-inference reward-modeling
Python
•
MIT License
•11•65•3•3•Updated Jun 18, 2025Jun 18, 2025
mdbook-github-authors
Public
A preprocessor for mdbook that creates chapter-level contributor sections featuring authors' GitHub profiles.
Rust
•
MIT License
•1•5•0•0•Updated Jun 17, 2025Jun 17, 2025
health-rec
Public
MVP of a recommendation system for health and community services
nextjs recommendation-engine rag fastapi llms gpt4o
Python
•
Other
•0•7•5•1•Updated Jun 16, 2025Jun 16, 2025
mmlearn
Public
A toolkit for research on multimodal representation learning
clip multi-task-learning multimodal-learning contrastive-learning zero-shot-retrieval zero-shot-classification i-jepa
Python
•
Apache License 2.0
•3•16•0•5•Updated Jun 16, 2025Jun 16, 2025
implementation-catalog
Public
A catalog of implementations authored by the Vector Institute.
ai catalog implementation
Python
•2•7•0•1•Updated Jun 16, 2025Jun 16, 2025
mdbook-ai-pocket-reference
Public
An mdbook preprocessor for the ai-pocket-reference project!
Rust
•
MIT License
•0•2•2•1•Updated Jun 16, 2025Jun 16, 2025
Newsmediabias-plus
Public
Python
•0•0•0•0•Updated Jun 15, 2025Jun 15, 2025
bias-red-teaming
Public
Red-Teaming for Uncovering Societal Bias in Large Language Models
Jupyter Notebook
•0•0•0•0•Updated Jun 11, 2025Jun 11, 2025
VLDBench
Public
VLDBench: A large-scale benchmark for evaluating Vision-Language Models (VLMs) and Large Language Models (LLMs) on multimodal disinformation detection.
nlp benchmarking machine-learning computer-vision deep-learning datasets benchmark-framework ai-safety llm vlms
Python
•0•5•0•0•Updated Jun 10, 2025Jun 10, 2025
delirium-scorecard
Public
An application to predict delirium prevalence rates at hospitals
machine-learning delirium
TypeScript
•
Apache License 2.0
•0•3•0•5•Updated Jun 9, 2025Jun 9, 2025
cycquery
Public
A tool to query relational EHR databases
sqlalchemy postgresql python3 sqlite3 ehr
Python
•
Other
•0•2•0•3•Updated Jun 9, 2025Jun 9, 2025
AtomGen
Public
Library for handling atomistic graph datasets focusing on transformer-based implementations, with utilities for training various models, experimenting with different pre-training tasks, and a suite of pre-trained models with huggingface integrations
machine-learning transformers pytorch pretrained-models materials-science atomistic-simulations atomistic-models fine-tuning atomistic-machine-learning huggingface
Python
•
Apache License 2.0
•0•6•0•1•Updated Jun 9, 2025Jun 9, 2025
ai-pocket-reference
Public
A streamlined reference manual for AI practitioners, students, and developers to quickly look up core concepts and implementations.
Handlebars
•
Creative Commons Zero v1.0 Universal
•7•25•53•3•Updated Jun 6, 2025Jun 6, 2025
inspect_evals
Public
Collection of evals for the Inspect evaluation framework
Python
•
MIT License
•142•1•0•1•Updated Jun 5, 2025Jun 5, 2025
shared-encoder
Public
Codebase for the paper titled 'A Shared Encoder Approach to Multimodal Representation Learning'
clip quilt multimodal-learning multimodal mimic-cxr shared-encoder
Python
•
MIT License
•1•9•0•2•Updated Jun 1, 2025Jun 1, 2025
automated_capability_evaluation
Public
A repository for research project on generating LLM evaluation benchmarks using LLMs
Python
•
Apache License 2.0
•0•2•0•3•Updated May 28, 2025May 28, 2025
vbll
Public
Simple (and cheap!) neural network uncertainty estimation
Python
•
MIT License
•6•66•3•1•Updated May 26, 2025May 26, 2025