• Stars
    star
    12
  • Rank 1,597,372 (Top 32 %)
  • Language
    Python
  • License
    Apache License 2.0
  • Created about 1 year ago
  • Updated 4 months ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

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

More 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

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
20

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
21

vector_cv_tools

Tooling, demos, and examples from Vector Computer Vision Project
Python
8
star
22

anomaly-detection-project

Collection of reference implementations for anomaly detection project
Jupyter Notebook
8
star
23

finetuning-and-alignment

Jupyter Notebook
8
star
24

mmlearn

A toolkit for research on multimodal representation learning
Python
7
star
25

bibtex

The files in this repository determine the list of publications that appear on the Vector Institute website.
TeX
6
star
26

foodprice-forecasting

Vector Institute and University of Guelph forecasting contribution to Canada's Food Price Report.
Jupyter Notebook
5
star
27

DANER

Data Annotation Tool for Named Entity Recognition using Active Learning and Transfer Learning
Vue
5
star
28

ProjectLongCovid-NER

HTML
4
star
29

projectpensive

Jupyter Notebook
3
star
30

LLM

A repo to consolidate all our LLM efforts.
Python
3
star
31

FLorist

CSS
3
star
32

vector-eval

A repository for evaluating RAG systems.
Python
3
star
33

cycquery

A tool to query relational EHR databases
Python
2
star
34

biaskg

Jupyter Notebook
2
star
35

excel-to-python

Excel to Python Course Material
2
star
36

ai-deployment-bootcamp

Python
2
star
37

diffusion_model_bootcamp

Jupyter Notebook
2
star
38

aieng-template

AI Engineering template repo
Python
2
star
39

SSGVQAP

A Smart System to Generate and Validate Question Answer Pairs for COVID-19 Literature
Jupyter Notebook
1
star
40

vector_cv

Vector Computer Vision Project Tooling support
1
star
41

delirium-scorecard

An application to predict delirium prevalence rates at hospitals
TypeScript
1
star
42

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
43

cloud-tpu

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