Vector Institute

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131 repositories

fed-rag
Public
A framework for fine-tuning retrieval-augmented generation (RAG) systems.
machine-learning deep-learning federated-learning rag llms
Python
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Apache License 2.0
•1•10•35•3•Updated May 4, 2025May 4, 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
•12•39•0•5•Updated May 3, 2025May 3, 2025
FLorist
Public
CSS
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Apache License 2.0
•0•8•0•0•Updated May 2, 2025May 2, 2025
vector-inference
Public
Efficient LLM inference on Slurm clusters using vLLM.
inference vlm text-embedding llm vllm llm-inference reward-modeling
Python
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MIT License
•10•58•3•1•Updated May 1, 2025May 1, 2025
kg-rag
Public
This project implements a comprehensive framework for Knowledge Graph Retrieval Augmented Generation (KG-RAG). It focuses on financial data from SEC 10-Q filings and explores how knowledge graphs can improve information retrieval and question answering compared to baseline approaches.
knowledge-graph rag llms
Python
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Other
•1•5•0•0•Updated May 1, 2025May 1, 2025
Vector-Jobboard
Public
Working with Jobboard API to perform actions needed by Vector Institute
Python
•0•0•0•1•Updated May 1, 2025May 1, 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
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MIT License
•1•8•0•2•Updated May 1, 2025May 1, 2025
health-rec
Public
MVP of a recommendation system for health and community services
nextjs recommendation-engine rag fastapi llms gpt4o
Python
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Other
•0•6•5•0•Updated Apr 30, 2025Apr 30, 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
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Other
•13•83•0•8•Updated Apr 29, 2025Apr 29, 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
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Apache License 2.0
•0•5•0•4•Updated Apr 29, 2025Apr 29, 2025
adrenaline
Public
A pipeline for creating clinical reasoning benchmarks from electronic health records
reasoning llm
Python
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Other
•0•1•3•6•Updated Apr 29, 2025Apr 29, 2025
inspect_evals
Public
Collection of evals for the Inspect evaluation framework
Python
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MIT License
•117•1•0•1•Updated Apr 29, 2025Apr 29, 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
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Apache License 2.0
•13•34•5•1•Updated Apr 29, 2025Apr 29, 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
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Apache License 2.0
•3•15•0•5•Updated Apr 28, 2025Apr 28, 2025
delirium-scorecard
Public
An application to predict delirium prevalence rates at hospitals
machine-learning delirium
TypeScript
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Apache License 2.0
•0•3•0•5•Updated Apr 28, 2025Apr 28, 2025
delirium-risk-predictor
Public
An application to predict risk of delirium at time of admission
machine-learning delirium
TypeScript
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Apache License 2.0
•0•0•0•5•Updated Apr 28, 2025Apr 28, 2025
cycquery
Public
A tool to query relational EHR databases
sqlalchemy postgresql python3 sqlite3 ehr
Python
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Other
•0•2•0•3•Updated Apr 28, 2025Apr 28, 2025
aieng-template-uv
Public template
AI Engineering template repository using `uv` as python dependency/package manager.
template python3
Python
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MIT License
•0•4•0•1•Updated Apr 28, 2025Apr 28, 2025
clinical-ai-monitor
Public
An application to monitor clinical AI models
machine-learning monitoring clinical-ai
TypeScript
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Other
•1•2•0•2•Updated Apr 28, 2025Apr 28, 2025
anomaly-detection-project
Public
Collection of reference implementations for anomaly detection project
anomaly-detection
Jupyter Notebook
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MIT License
•0•8•0•0•Updated Apr 28, 2025Apr 28, 2025
aieng-template-mvp
Public template
A template for AI Engineering MVPs
template mvp
Python
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Apache License 2.0
•0•0•0•0•Updated Apr 28, 2025Apr 28, 2025
aieng-template-blog
Public template
A template for blog posts by AI engineering
JavaScript
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Creative Commons Attribution 4.0 International
•0•0•0•0•Updated Apr 28, 2025Apr 28, 2025
pmc-data-extraction
Public
Jupyter Notebook
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Apache License 2.0
•0•8•0•6•Updated Apr 24, 2025Apr 24, 2025
reference-implementation-catalog
Public
A catalog of reference implementations authored by Vector Institute.
ai reference-implementation
Python
•2•6•0•0•Updated Apr 24, 2025Apr 24, 2025
mdbook-ai-pocket-reference
Public
An mdbook preprocessor for the ai-pocket-reference project!
Rust
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MIT License
•0•2•2•0•Updated Apr 22, 2025Apr 22, 2025
mdbook-github-authors
Public
A preprocessor for mdbook that creates chapter-level contributor sections featuring authors' GitHub profiles.
Rust
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MIT License
•1•5•0•0•Updated Apr 22, 2025Apr 22, 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•3•0•0•Updated Apr 21, 2025Apr 21, 2025
ai-pocket-reference
Public
A streamlined reference manual for AI practitioners, students, and developers to quickly look up core concepts and implementations.
Handlebars
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Creative Commons Zero v1.0 Universal
•4•17•57•2•Updated Apr 18, 2025Apr 18, 2025
MIDST
Public
MIDST challenge (Membership Inference over Diffusion-models-based Synthetic Tabular data) - SaTML 2025!
Python
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Other
•0•1•0•0•Updated Apr 16, 2025Apr 16, 2025
aieng-template-bootcamp
Public template
Python
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Other
•0•0•0•0•Updated Apr 10, 2025Apr 10, 2025