Vector Institute

cyclops

Toolkit for evaluating and monitoring AI models in clinical settings

vbll

Simple (and cheap!) neural network uncertainty estimation

vectorlm

LLM finetuning in resource-constrained environments.

kaleidoscope-sdk

A user toolkit for analyzing and interfacing with Large Language Models (LLMs)

vector-inference

Efficient LLM inference on Slurm clusters using vLLM.

FL4Health

A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings

kaleidoscope

A user toolkit for analyzing and interfacing with Large Language Models (LLMs)

PromptEngineering

A repository to hold our work around prompt engineering in large language models.

odyssey

A toolkit for developing foundation models using Electronic Health Record (EHR) data.

PromptEngineeringLaboratory

April 2024 Prompt Engineering Laboratory Code

FLorist

vector-eval

A repository for evaluating RAG systems.

vllm-lora

vLLM with support for efficient LoRA updates.

aieng-template

AI Engineering template repo

biaskg

cycquery

A tool to query relational EHR databases

AtomGen

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

delirium-scorecard

An application to predict delirium prevalence rates at hospitals

BEAD

Bias_in_LMs-Bias_mitigation

bootcamp_template

clinical-ai-monitor

An application to monitor clinical AI models

cyclops-workshop

CyclOps for clinical ML evaluation & monitoring workshop

delirium-risk-predictor

An application to predict risk of delirium at time of admission

EHRMamba

A project webpage for the EHRMamba paper.

inspect_ai

Inspect: A framework for large language model evaluations

meds

A simple set of MEDS polars-based ETL and transformation functions

newsmedia-unbias

ravel

Vector-Jobboard

Working with Jobboard API to perform actions needed by Vector Institute