Pinned Repositories
aifororcas-livesystem
Real-time AI-assisted killer whale notification system (model and moderator portal) :star:
aifororcas-orcaml
Code for data preparation, training and evaluation of AI underlying Pod.Cast and OrcaHello projects.
apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
hydrophone_downloader
A command line tool to query data from various hydrophone sources
hydrophone_labeller
A standalone command-line tool to label hydrophone data.
ophthalmology_biomarker_freeze
Look at the effect of storage duration on biomarker freeze durations, as well as the effect of sample location for patient biomarker profiles.
DearWatchCOVID-19
ILI and COVID-19 detection using smart watches and surveys in collaboration with Evidation Health
MIMIC_Extract
MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
MIMIC_Generalisation
Code to study the generalisability of benchmark models on non-stationary EHRs.
aifororcas-livesystem
Real-time AI-assisted killer whale notification system (model and moderator portal) :star:
bnestor's Repositories
bnestor/hydrophone_downloader
A command line tool to query data from various hydrophone sources
bnestor/hydrophone_labeller
A standalone command-line tool to label hydrophone data.
bnestor/ophthalmology_biomarker_freeze
Look at the effect of storage duration on biomarker freeze durations, as well as the effect of sample location for patient biomarker profiles.
bnestor/aifororcas-livesystem
Real-time AI-assisted killer whale notification system (model and moderator portal) :star:
bnestor/aifororcas-orcaml
Code for data preparation, training and evaluation of AI underlying Pod.Cast and OrcaHello projects.
bnestor/apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
bnestor/atom
:atom: The hackable text editor
bnestor/deepbooch
scoby health classifier for kombucha
bnestor/eICU_FMs_public
Sample end-to-end pipeline over eICU demonstrating the Event Stream GPT code base.
bnestor/FaceDetector
Python and C++ implementations of openCV face tracking capabilities coupled with arduino code for moving the camera to follow the face. Kalman Filters included. Inspired by http://docs.opencv.org/2.4/doc/tutorials/objdetect/cascade_classifier/cascade_classifier.html (cpp), http://opencvexamples.blogspot.com/2014/01/kalman-filter-implementation-tracking.html (cpp Kalman Filter), and http://stackoverflow.com/questions/43124445/face-tracking-using-opencv-arduino-and-python (python)
bnestor/gradResultScraper
A scraper to send graduate admission results to your phone
bnestor/second-hand-rl
Deep reinforcement learning applied to a novel 2d environment.
bnestor/SuPreHuman
Suicide Prevention training tool
bnestor/v126
Proceedings of Machine Learning for Healthcare 2020
bnestor/wilds
A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.