Pinned Repositories
cyclops
Toolkit for evaluating and monitoring AI models in clinical 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.
kaleidoscope
A user toolkit for analyzing and interfacing with Large Language Models (LLMs)
kaleidoscope-sdk
A user toolkit for analyzing and interfacing with Large Language Models (LLMs)
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
vectorlm
LLM finetuning in resource-constrained environments.
Vector Institute's Repositories
VectorInstitute/cyclops
Toolkit for evaluating and monitoring AI models in clinical settings
VectorInstitute/forecasting-with-dl
Overview of State-of-the-art Deep Learning Based Methods for Time Series Forecasting
VectorInstitute/vbll
Simple (and cheap!) neural network uncertainty estimation
VectorInstitute/vectorlm
LLM finetuning in resource-constrained environments.
VectorInstitute/kaleidoscope
A user toolkit for analyzing and interfacing with Large Language Models (LLMs)
VectorInstitute/FL4Health
A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings
VectorInstitute/PromptEngineering
A repository to hold our work around prompt engineering in large language models.
VectorInstitute/SegMate
SegMate: A Segmentation Toolkit
VectorInstitute/vector-inference
Efficient LLM inference on Slurm clusters using vLLM.
VectorInstitute/flex_model
VectorInstitute/odyssey
A toolkit for developing foundation models using Electronic Health Record (EHR) data.
VectorInstitute/rag_bootcamp
RAG bootamp reference implementations
VectorInstitute/PromptEngineeringLaboratory
April 2024 Prompt Engineering Laboratory Code
VectorInstitute/FLorist
VectorInstitute/vllm-lora
vLLM with support for efficient LoRA updates.
VectorInstitute/aieng-template
AI Engineering template repo
VectorInstitute/cycquery
A tool to query relational EHR databases
VectorInstitute/AtomGen
Library for handling atomistic graph datasets focusing on transformer-based implementations. It provides utilities for training various models, experimenting with different pre-training tasks, and a suite of pre-trained models with huggingface integrations.
VectorInstitute/biaskg
VectorInstitute/vector-eval
A repository for evaluating RAG systems.
VectorInstitute/baybe
A Bayesian Back End for Design of Experiments
VectorInstitute/bootcamp_template
VectorInstitute/ci-blogpost.github.io
VectorInstitute/cyclops-hapi-fhir-server
A hapi FHIR server for cyclops use cases
VectorInstitute/cyclops-workshop
CyclOps for clinical ML evaluation & monitoring workshop
VectorInstitute/EHRMamba
A project webpage for the EHRMamba paper.
VectorInstitute/grok-1-dev
VectorInstitute/inspect_ai
Inspect: A framework for large language model evaluations
VectorInstitute/newsmedia-unbias
VectorInstitute/Vector-Jobboard
Working with Jobboard API to perform actions needed by Vector Institute