Vector Institute

All

108 repositories

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•79•2•7•Updated Jan 27, 2025Jan 27, 2025
vbll
Public
Simple (and cheap!) neural network uncertainty estimation
Python
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MIT License
•5•60•3•0•Updated Jan 25, 2025Jan 25, 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
•3•33•0•1•Updated Jan 25, 2025Jan 25, 2025
FLorist
Public
CSS
•
Apache License 2.0
•0•8•0•3•Updated Jan 24, 2025Jan 24, 2025
FairSense-AI
Public
JavaScript
•0•2•0•0•Updated Jan 23, 2025Jan 23, 2025
aieng-template-uv
Public template
AI Engineering template repository using `uv` as python dependency/package manager.
Python
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MIT License
•0•2•0•0•Updated Jan 23, 2025Jan 23, 2025
article-template
Public
A template for blog posts by AI engineering
CSS
•
Creative Commons Attribution 4.0 International
•0•0•0•0•Updated Jan 23, 2025Jan 23, 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•8•0•4•Updated Jan 23, 2025Jan 23, 2025
rag_bootcamp
Public
RAG bootamp reference implementations
Jupyter Notebook
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Apache License 2.0
•17•19•0•1•Updated Jan 23, 2025Jan 23, 2025
Vector-Jobboard
Public
Working with Jobboard API to perform actions needed by Vector Institute
Python
•0•0•0•1•Updated Jan 23, 2025Jan 23, 2025
inspect_evals
Public
Collection of evals for the Inspect evaluation framework
Python
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MIT License
•66•1•0•1•Updated Jan 22, 2025Jan 22, 2025
darmod
Public
SCSS
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MIT License
•0•0•0•0•Updated Jan 21, 2025Jan 21, 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•4•0•0•Updated Jan 20, 2025Jan 20, 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•0•Updated Jan 20, 2025Jan 20, 2025
health-rec
Public
Health services recommendation project
nextjs recommendation-engine rag fastapi llms gpt4o
Python
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Other
•0•4•5•0•Updated Jan 20, 2025Jan 20, 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
•11•27•1•1•Updated Jan 20, 2025Jan 20, 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
•8•45•0•2•Updated Jan 20, 2025Jan 20, 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•4•Updated Jan 20, 2025Jan 20, 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•1•Updated Jan 20, 2025Jan 20, 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•3•Updated Jan 20, 2025Jan 20, 2025
cycquery
Public
A tool to query relational EHR databases
sqlalchemy postgresql python3 sqlite3 ehr
Python
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Other
•0•2•0•2•Updated Jan 20, 2025Jan 20, 2025
aieng-template
Public template
AI Engineering template repo
Python
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Apache License 2.0
•0•3•1•7•Updated Jan 20, 2025Jan 20, 2025
webpage-template
Public
A simple static website using Next.js that adheres to Vector branding guidelines
TypeScript
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Apache License 2.0
•0•0•0•0•Updated Jan 17, 2025Jan 17, 2025
MIDSTModels
Public
Reference implementations for the MIDST challenge (Membership Inference over Diffusion-models-based Synthetic Tabular data) - SaTML 2025!
Python
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Other
•5•7•0•0•Updated Jan 16, 2025Jan 16, 2025
Computer_Vision_Project
Public
A collection of computer vision image and video use case implementations and datasets used for the Vector Institute Computer Vision Knowledge Transfer project.
Jupyter Notebook
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MIT License
•7•9•1•0•Updated Jan 14, 2025Jan 14, 2025
meds
Public
A simple set of MEDS polars-based ETL and transformation functions
Python
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MIT License
•6•0•0•0•Updated Dec 19, 2024Dec 19, 2024
bias-mitigation-unlearning
Public
A repository for social bias mitigation in LLMs using machine unlearning
Python
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Apache License 2.0
•1•1•1•5•Updated Dec 16, 2024Dec 16, 2024
ai-deployment-bootcamp
Public
Python
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Apache License 2.0
•28•5•0•1•Updated Dec 10, 2024Dec 10, 2024
bootcamp_template
Public template
Jupyter Notebook
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Other
•0•0•0•0•Updated Dec 9, 2024Dec 9, 2024
inspect_ai
Public
Inspect: A framework for large language model evaluations
Python
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MIT License
•168•0•0•1•Updated Nov 28, 2024Nov 28, 2024