Vector Institute

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137 repositories

retrieval-augmented-generation
Public
RAG bootamp reference implementations
Jupyter Notebook
•
Apache License 2.0
•19•26•0•2•Updated Aug 6, 2025Aug 6, 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
•14•45•0•0•Updated Aug 6, 2025Aug 6, 2025
automated_capability_evaluation
Public
A repository for research project on generating LLM evaluation benchmarks using LLMs
Python
•
Apache License 2.0
•0•3•0•4•Updated Aug 6, 2025Aug 6, 2025
health-rec
Public
MVP of a recommendation system for health and community services
nextjs recommendation-engine rag fastapi llms gpt4o
Python
•
Other
•0•9•7•0•Updated Aug 5, 2025Aug 5, 2025
aieng-template-implementation
Public template
AI Engineering template repository for implementations
template ai implementation
Jupyter Notebook
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Other
•0•1•0•1•Updated Aug 5, 2025Aug 5, 2025
FLorist
Public
CSS
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Apache License 2.0
•1•9•0•1•Updated Aug 5, 2025Aug 5, 2025
Vector-Jobboard
Public
Working with Jobboard API to perform actions needed by Vector Institute
Python
•0•0•0•1•Updated Aug 5, 2025Aug 5, 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
•0•6•0•2•Updated Aug 4, 2025Aug 4, 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•18•0•5•Updated Aug 4, 2025Aug 4, 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•4•0•5•Updated Aug 4, 2025Aug 4, 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•7•0•2•Updated Aug 4, 2025Aug 4, 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
•11•69•4•1•Updated Aug 4, 2025Aug 4, 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
•14•37•6•8•Updated Aug 4, 2025Aug 4, 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
•1•6•0•2•Updated Aug 4, 2025Aug 4, 2025
clinical-ai-monitor
Public
An application to monitor clinical AI models
machine-learning monitoring clinical-ai
TypeScript
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Other
•1•3•0•8•Updated Aug 4, 2025Aug 4, 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•1•0•9•Updated Aug 4, 2025Aug 4, 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 Aug 4, 2025Aug 4, 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•85•0•16•Updated Aug 4, 2025Aug 4, 2025
adrenaline
Public
A pipeline for creating clinical reasoning benchmarks from electronic health records
reasoning llm
Python
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Other
•0•2•3•10•Updated Aug 4, 2025Aug 4, 2025
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
•23•125•51•2•Updated Aug 4, 2025Aug 4, 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•4•Updated Aug 4, 2025Aug 4, 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•9•0•2•Updated Aug 1, 2025Aug 1, 2025
implementation-catalog
Public
A catalog of implementations authored by the Vector Institute.
ai catalog implementation
Python
•2•7•0•0•Updated Jul 31, 2025Jul 31, 2025
aieng-platform
Public
Initial repo to kickstart AI Engineering platform
HCL
•0•1•0•0•Updated Jul 30, 2025Jul 30, 2025
inspect_evals
Public
Collection of evals for the Inspect evaluation framework
Python
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MIT License
•157•1•0•1•Updated Jul 29, 2025Jul 29, 2025
HumaniBench
Public
HumaniBench
Python
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MIT License
•1•3•0•0•Updated Jul 28, 2025Jul 28, 2025
mcp-goodnews
Public
A simple MCP application that delivers curated positive and uplifting news stories.
Python
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Apache License 2.0
•7•41•1•0•Updated Jul 17, 2025Jul 17, 2025
bootcamp-fl-2025
Public
Documentation for Vector's FL Bootcamp 2025
HTML
•0•1•0•0•Updated Jul 14, 2025Jul 14, 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
•5•10•1•1•Updated Jul 3, 2025Jul 3, 2025
agent-evals-discovery
Public
0•0•0•0•Updated Jun 25, 2025Jun 25, 2025