Vector Institute (@VectorInstitute)
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Top repositories

1

cyclops

Toolkit for evaluating and monitoring AI models in clinical settings
Python
72
star
2

HV-Ai-C

A Reinforcement Learning solution for HVAC control to optimize energy consumption. Developed by Vector Institute and TELUS.
Python
56
star
3

laftr

Learning Adversarially Fair and Transferable Representations
Shell
48
star
4

gram-ood-detection

Jupyter Notebook
46
star
5

vbll

Simple (and cheap!) neural network uncertainty estimation
Python
46
star
6

forecasting-with-dl

Overview of State-of-the-art Deep Learning Based Methods for Time Series Forecasting
Jupyter Notebook
45
star
7

vectorlm

LLM finetuning in resource-constrained environments.
Python
40
star
8

vector-inference

Efficient LLM inference on Slurm clusters using vLLM.
Python
31
star
9

VariationalNeuralAnnealing

A variational implementation of classical and quantum annealing using recurrent neural networks for the purpose of solving optimization problems.
Jupyter Notebook
30
star
10

kaleidoscope-sdk

A user toolkit for analyzing and interfacing with Large Language Models (LLMs)
Python
24
star
11

FL4Health

A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings
Python
23
star
12

kaleidoscope

A user toolkit for analyzing and interfacing with Large Language Models (LLMs)
Python
21
star
13

SegMate

SegMate: A Segmentation Toolkit
Jupyter Notebook
20
star
14

PromptEngineering

A repository to hold our work around prompt engineering in large language models.
Jupyter Notebook
19
star
15

Causal_Inference_Laboratory

Jupyter Notebook
15
star
16

PETs-Bootcamp

A collection of demos and utilities prepared ahead of the Vector Institute Privacy Enhancing Techniques (PETs) Bootcamp.
Jupyter Notebook
14
star
17

flex_model

Python
12
star
18

rag_bootcamp

RAG bootamp reference implementations
Jupyter Notebook
12
star
19

odyssey

A toolkit for developing foundation models using Electronic Health Record (EHR) data.
Python
12
star
20

NAA

Neural Agent Assistant framework includes tools and artifacts rooted in deep learning and foundation language models to improve task-oriented customer service conversations and experiences.
Jupyter Notebook
9
star
21

Computer_Vision_Project

A collection of computer vision image and video use case implementations and datasets used for the Vector Institute Computer Vision Knowledge Transfer project.
Jupyter Notebook
9
star
22

vector_cv_tools

Tooling, demos, and examples from Vector Computer Vision Project
Python
8
star
23

anomaly-detection-project

Collection of reference implementations for anomaly detection project
Jupyter Notebook
8
star
24

finetuning-and-alignment

Jupyter Notebook
8
star
25

mmlearn

A toolkit for research on multimodal representation learning
Python
7
star
26

bibtex

The files in this repository determine the list of publications that appear on the Vector Institute website.
TeX
6
star
27

foodprice-forecasting

Vector Institute and University of Guelph forecasting contribution to Canada's Food Price Report.
Jupyter Notebook
5
star
28

DANER

Data Annotation Tool for Named Entity Recognition using Active Learning and Transfer Learning
Vue
5
star
29

ProjectLongCovid-NER

HTML
4
star
30

projectpensive

Jupyter Notebook
3
star
31

LLM

A repo to consolidate all our LLM efforts.
Python
3
star
32

FLorist

CSS
3
star
33

vector-eval

A repository for evaluating RAG systems.
Python
3
star
34

cycquery

A tool to query relational EHR databases
Python
2
star
35

biaskg

Jupyter Notebook
2
star
36

excel-to-python

Excel to Python Course Material
2
star
37

ai-deployment-bootcamp

Python
2
star
38

diffusion_model_bootcamp

Jupyter Notebook
2
star
39

aieng-template

AI Engineering template repo
Python
2
star
40

SSGVQAP

A Smart System to Generate and Validate Question Answer Pairs for COVID-19 Literature
Jupyter Notebook
1
star
41

vector_cv

Vector Computer Vision Project Tooling support
1
star
42

delirium-scorecard

An application to predict delirium prevalence rates at hospitals
TypeScript
1
star
43

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
Python
1
star
44

cloud-tpu

Reference implementations demonstrating how to use TPU on Google Cloud.
Jupyter Notebook
1
star