Pinned Repositories
cyclops
Toolkit for evaluating and monitoring AI models in clinical settings
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
VariationalNeuralAnnealing
A variational implementation of classical and quantum annealing using recurrent neural networks for the purpose of solving optimization problems.
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/cyclops
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/rag_bootcamp
RAG bootamp reference implementations
VectorInstitute/finetuning-and-alignment
VectorInstitute/mmlearn
A toolkit for research on multimodal representation learning
VectorInstitute/FLorist
VectorInstitute/MIDSTModels
Reference implementations for the MIDST challenge (Membership Inference over Diffusion-models-based Synthetic Tabular data) - SaTML 2025!
VectorInstitute/ai-deployment-bootcamp
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/health-rec
Health services recommendation project
VectorInstitute/delirium-scorecard
An application to predict delirium prevalence rates at hospitals
VectorInstitute/diffusion_model_bootcamp
VectorInstitute/aieng-template
AI Engineering template repo
VectorInstitute/clinical-ai-monitor
An application to monitor clinical AI models
VectorInstitute/cycquery
A tool to query relational EHR databases
VectorInstitute/adrenaline
A pipeline for creating clinical reasoning benchmarks from electronic health records
VectorInstitute/bias-mitigation-unlearning
A repository for social bias mitigation in LLMs using machine unlearning
VectorInstitute/inspect_evals
Collection of evals for the Inspect evaluation framework
VectorInstitute/bootcamp_template
VectorInstitute/cyclops-hapi-fhir-server
A hapi FHIR server for cyclops use cases
VectorInstitute/DeeperSpeed
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
VectorInstitute/delirium-risk-predictor
An application to predict risk of delirium at time of admission
VectorInstitute/FairSense-AI
VectorInstitute/gpt-neox
An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries
VectorInstitute/inspect_ai
Inspect: A framework for large language model evaluations
VectorInstitute/meds
A simple set of MEDS polars-based ETL and transformation functions
VectorInstitute/Newsmediabias-plus
VectorInstitute/Vector-Jobboard
Working with Jobboard API to perform actions needed by Vector Institute