Vector Institute

All

104 repositories

health-rec
Public
Health services recommendation project
nextjs recommendation-engine rag fastapi llms gpt4o
Python
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Other
•0•4•5•2•Updated Dec 24, 2024Dec 24, 2024
adrenaline
Public
A pipeline for creating clinical reasoning benchmarks from electronic health records
reasoning llm
Python
•
Other
•0•1•3•5•Updated Dec 24, 2024Dec 24, 2024
mmlearn
Public
A toolkit for research on multimodal representation learning
multimodal-learning contrastive-learning zero-shot-retrieval zero-shot-classification i-jepa
Python
•
Apache License 2.0
•3•8•0•5•Updated Dec 24, 2024Dec 24, 2024
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•5•Updated Dec 24, 2024Dec 24, 2024
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
•2•30•1•6•Updated Dec 23, 2024Dec 23, 2024
FLorist
Public
CSS
•
Apache License 2.0
•0•6•0•2•Updated Dec 23, 2024Dec 23, 2024
cyclops
Public
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
•12•79•2•10•Updated Dec 23, 2024Dec 23, 2024
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•26•1•2•Updated Dec 23, 2024Dec 23, 2024
vector-inference
Public
Efficient LLM inference on Slurm clusters using vLLM.
inference vlm text-embedding llm vllm llm-inference reward-modeling
Python
•
MIT License
•7•43•0•2•Updated Dec 23, 2024Dec 23, 2024
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•7•Updated Dec 23, 2024Dec 23, 2024
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 Dec 23, 2024Dec 23, 2024
cycquery
Public
A tool to query relational EHR databases
sqlalchemy postgresql python3 sqlite3 ehr
Python
•
Other
•0•2•0•5•Updated Dec 23, 2024Dec 23, 2024
clinical-ai-monitor
Public
An application to monitor clinical AI models
machine-learning monitoring clinical-ai
TypeScript
•
Other
•1•2•0•1•Updated Dec 23, 2024Dec 23, 2024
aieng-template
Public template
AI Engineering template repo
Python
•
Apache License 2.0
•0•2•1•7•Updated Dec 23, 2024Dec 23, 2024
Vector-Jobboard
Public
Working with Jobboard API to perform actions needed by Vector Institute
Python
•0•0•0•1•Updated Dec 23, 2024Dec 23, 2024
MIDSTModels
Public
Reference implementations for the MIDST challenge (Membership Inference over Diffusion-models-based Synthetic Tabular data) - SaTML 2025!
Python
•
Other
•3•5•0•0•Updated Dec 20, 2024Dec 20, 2024
meds
Public
A simple set of MEDS polars-based ETL and transformation functions
Python
•
MIT License
•6•0•0•0•Updated Dec 19, 2024Dec 19, 2024
inspect_evals
Public
Collection of evals for the Inspect evaluation framework
Python
•
MIT License
•43•1•0•1•Updated Dec 18, 2024Dec 18, 2024
bias-mitigation-unlearning
Public
A repository for social bias mitigation in LLMs using machine unlearning
Python
•
Apache License 2.0
•0•1•1•5•Updated Dec 16, 2024Dec 16, 2024
FairSense-AI
Public
JavaScript
•0•0•0•0•Updated Dec 15, 2024Dec 15, 2024
ai-deployment-bootcamp
Public
Python
•
Apache License 2.0
•28•4•0•1•Updated Dec 10, 2024Dec 10, 2024
bootcamp_template
Public template
Jupyter Notebook
•
Other
•0•0•0•0•Updated Dec 9, 2024Dec 9, 2024
inspect_ai
Public
Inspect: A framework for large language model evaluations
Python
•
MIT License
•141•0•0•1•Updated Nov 28, 2024Nov 28, 2024
cyclops-hapi-fhir-server
Public
A hapi FHIR server for cyclops use cases
Java
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Apache License 2.0
•1.1k•0•0•0•Updated Nov 28, 2024Nov 28, 2024
rag_bootcamp
Public
RAG bootamp reference implementations
Jupyter Notebook
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Apache License 2.0
•16•15•0•1•Updated Nov 27, 2024Nov 27, 2024
Newsmediabias-plus
Public
HTML
•0•0•0•0•Updated Nov 4, 2024Nov 4, 2024
gpt-neox
Public
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
Python
•
Apache License 2.0
•1k•0•0•0•Updated Nov 3, 2024Nov 3, 2024
DeeperSpeed
Public
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
Python
•
Apache License 2.0
•4.2k•0•0•0•Updated Oct 27, 2024Oct 27, 2024
diffusion_model_bootcamp
Public
Jupyter Notebook
•
Other
•0•3•1•0•Updated Oct 17, 2024Oct 17, 2024
finetuning-and-alignment
Public
Jupyter Notebook
•
Apache License 2.0
•1•8•0•0•Updated Oct 16, 2024Oct 16, 2024