Pinned Repositories
cyclops
A toolkit for evaluating and monitoring AI models in clinical settings
fed-rag
A framework for fine-tuning retrieval-augmented generation (RAG) systems.
FL4Health
A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings
forecasting-with-dl
Overview of State-of-the-art Deep Learning Based Methods for Time Series Forecasting
gram-ood-detection
HV-Ai-C
A Reinforcement Learning solution for HVAC control to optimize energy consumption. Developed by Vector Institute and TELUS.
laftr
Learning Adversarially Fair and Transferable Representations
vbll
Simple (and cheap!) neural network uncertainty estimation
vector-inference
Efficient LLM inference on Slurm clusters using vLLM.
vectorlm
LLM finetuning in resource-constrained environments.
Vector Institute's Repositories
VectorInstitute/fed-rag
A framework for fine-tuning retrieval-augmented generation (RAG) systems.
VectorInstitute/cyclops
A toolkit for evaluating and monitoring AI models in clinical settings
VectorInstitute/vector-inference
Efficient LLM inference on Slurm clusters using vLLM.
VectorInstitute/FL4Health
A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings
VectorInstitute/odyssey
A toolkit for developing foundation models using Electronic Health Record (EHR) data.
VectorInstitute/mmlearn
A toolkit for research on multimodal representation learning
VectorInstitute/kg-rag
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.
VectorInstitute/FLorist
VectorInstitute/health-rec
MVP of a recommendation system for health and community services
VectorInstitute/shared-encoder
Codebase for the paper titled 'A Shared Encoder Approach to Multimodal Representation Learning'
VectorInstitute/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
VectorInstitute/aieng-template-uv
AI Engineering template repository using `uv` as python dependency/package manager.
VectorInstitute/mdbook-github-authors
A preprocessor for mdbook that creates chapter-level contributor sections featuring authors' GitHub profiles.
VectorInstitute/delirium-scorecard
An application to predict delirium prevalence rates at hospitals
VectorInstitute/midst-toolkit
A toolkit for facilitating MIA resiliency testing on diffusion-model-based synthetic tabular data.
VectorInstitute/automated_capability_evaluation
A repository for research project on generating LLM evaluation benchmarks using LLMs
VectorInstitute/clinical-ai-monitor
An application to monitor clinical AI models
VectorInstitute/adrenaline
A pipeline for creating clinical reasoning benchmarks from electronic health records
VectorInstitute/cycquery
A tool to query relational EHR databases
VectorInstitute/mdbook-ai-pocket-reference
An mdbook preprocessor for the ai-pocket-reference project!
VectorInstitute/vector-llm-compressor
Pipeline for quantizing/compressing LLM's in order to optimize them for deployment.
VectorInstitute/aieng-platform
Initial repo to kickstart AI Engineering platform
VectorInstitute/aieng-template-implementation
AI Engineering template repository for implementations
VectorInstitute/aieng-template-mvp
A template for AI Engineering MVPs
VectorInstitute/delirium-risk-predictor
An application to predict risk of delirium at time of admission
VectorInstitute/inspect_evals
Collection of evals for the Inspect evaluation framework
VectorInstitute/crisp-nam
An intepretable model for survival prediction in competing risks settings.
VectorInstitute/vec-playbook
VectorInstitute/Vector-Jobboard
Working with Jobboard API to perform actions needed by Vector Institute
VectorInstitute/webpage-template
A simple static website using Next.js that adheres to Vector branding guidelines