neergaard
Postdoc at DTU Compute | PhD, Biomedical Engineering | Sleep science | Machine learning
Technical University of DenmarkCopenhagen, Denmark
Pinned Repositories
CWT
Python code for implementing the Continuous Wavelet Transform.
deep-sleep-pytorch
dosed
Dreem One Shot Detector
eegbci-data
latex-resources
Collection of LaTeX resources and examples.
MRNet
All credit goes to the authors listed at https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1002699
msed
MSED: A multi-modal sleep event detection model for clinical sleep analysis
nsrr-data
Functions and containers for downloading and processing data from the National Sleep Research Resource.
pytorch-lightning
The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate
utime-pytorch
A PyTorch/PyTorch Lightning implementation of the U-Time model (see https://arxiv.org/abs/1910.11162)
neergaard's Repositories
neergaard/deep-sleep-pytorch
neergaard/utime-pytorch
A PyTorch/PyTorch Lightning implementation of the U-Time model (see https://arxiv.org/abs/1910.11162)
neergaard/eegbci-data
neergaard/latex-resources
Collection of LaTeX resources and examples.
neergaard/msed
MSED: A multi-modal sleep event detection model for clinical sleep analysis
neergaard/nsrr-data
Functions and containers for downloading and processing data from the National Sleep Research Resource.
neergaard/sleeptransformer-pytorch
A PyTorch implementation of the SleepTransformer model.
neergaard/AccuSleep
Automatically score rodent sleep using EEG and EMG recordings
neergaard/autovc
AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss
neergaard/awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
neergaard/computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
neergaard/coupled-generator-decomposition
Coupled generator decomposition for fusion of multimodal or multigroup data
neergaard/cv
Curriculum vitae for me, Alexander Neergaard Olesen
neergaard/detr
End-to-End Object Detection with Transformers
neergaard/forward
Sherlock Port Forwarding Utility
neergaard/how-to-write-a-project-plan
neergaard/l-seqsleepnet
neergaard/macOS-Security-and-Privacy-Guide
Guide to securing and improving privacy on macOS
neergaard/mros-data
A repository containing data preprocessing logic and data module classes for MrOS data.
neergaard/psych-open-science-guide
Guide to open science practices for psychology
neergaard/pyedflib
pyedflib is a python library to read/write EDF+/BDF+ files based on EDFlib.
neergaard/shablona
A template for small scientific python projects
neergaard/sleep-mice-tuebingen
Automated sleep stage scoring in mice using Deep Learning
neergaard/sleepstages
neergaard/stanford-stages
Automated sleep staging scoring and narcolepsy identification
neergaard/titans-cluster-tips
neergaard/todo.md
TODO.md file format - todomd.org
neergaard/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
neergaard/U-Time
U-Time: A Fully Convolutional Network for Time Series Segmentation
neergaard/yasa
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.