Vector Institute

All

115 repositories

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•46•1•2•Updated Feb 18, 2025Feb 18, 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
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Apache License 2.0
•4•35•0•1•Updated Feb 18, 2025Feb 18, 2025
Vector-Jobboard
Public
Working with Jobboard API to perform actions needed by Vector Institute
Python
•0•0•0•1•Updated Feb 18, 2025Feb 18, 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 Feb 18, 2025Feb 18, 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•3•0•0•Updated Feb 18, 2025Feb 18, 2025
VLDBench
Public
JavaScript
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Other
•0•1•0•0•Updated Feb 17, 2025Feb 17, 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•8•0•5•Updated Feb 17, 2025Feb 17, 2025
aieng-template
Public template
AI Engineering template repo
Python
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Apache License 2.0
•0•3•1•4•Updated Feb 17, 2025Feb 17, 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•3•0•1•Updated Feb 17, 2025Feb 17, 2025
mdbook-ai-pocket-reference
Public
An mdbook preprocessor for the ai-pocket-reference project!
Rust
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MIT License
•0•2•0•1•Updated Feb 17, 2025Feb 17, 2025
ai-pocket-reference
Public
A streamlined reference manual for AI practitioners, students, and developers to quickly look up core concepts and implementations.
HTML
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Creative Commons Zero v1.0 Universal
•0•7•23•1•Updated Feb 16, 2025Feb 16, 2025
health-rec
Public
Health services recommendation project
nextjs recommendation-engine rag fastapi llms gpt4o
Python
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Other
•0•6•5•0•Updated Feb 14, 2025Feb 14, 2025
FLorist
Public
CSS
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Apache License 2.0
•0•8•0•1•Updated Feb 13, 2025Feb 13, 2025
inspect_evals
Public
Collection of evals for the Inspect evaluation framework
Python
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MIT License
•78•1•0•1•Updated Feb 12, 2025Feb 12, 2025
ai-pocket-reference-code
Public
This repository houses supplementary code and Jupyter notebooks that accompany the AI Pocket Reference project.
Jupyter Notebook
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MIT License
•0•2•0•0•Updated Feb 12, 2025Feb 12, 2025
cycquery
Public
A tool to query relational EHR databases
sqlalchemy postgresql python3 sqlite3 ehr
Python
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Other
•0•2•0•1•Updated Feb 12, 2025Feb 12, 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•80•2•5•Updated Feb 12, 2025Feb 12, 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•1•Updated Feb 11, 2025Feb 11, 2025
vbll
Public
Simple (and cheap!) neural network uncertainty estimation
Python
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MIT License
•5•61•3•0•Updated Feb 11, 2025Feb 11, 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•30•1•1•Updated Feb 11, 2025Feb 11, 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•1•Updated Feb 10, 2025Feb 10, 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 Feb 10, 2025Feb 10, 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•3•Updated Feb 10, 2025Feb 10, 2025
vllm-lora
Public
vLLM with support for efficient LoRA updates.
Python
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Apache License 2.0
•5.8k•3•0•0•Updated Feb 10, 2025Feb 10, 2025
darmod
Public
SCSS
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MIT License
•0•0•0•0•Updated Feb 10, 2025Feb 10, 2025
FairSense-AI
Public
JavaScript
•0•2•0•0•Updated Feb 10, 2025Feb 10, 2025
aipr-supplementary-code
Public
A collection of supplementary notebooks for AI Pocket Reference
0•0•0•0•Updated Feb 9, 2025Feb 9, 2025
Recommender-Systems-Survey
Public
0•7•0•0•Updated Jan 31, 2025Jan 31, 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 Jan 29, 2025Jan 29, 2025
article-template
Public
A template for blog posts by AI engineering
CSS
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Creative Commons Attribution 4.0 International
•0•0•0•0•Updated Jan 23, 2025Jan 23, 2025