😴 DeepSleep2 is a compact U-Net-inspired convolutional neural network with 740,551 parameters, designed to predict non-apnea sleep arousals from full-length multi-channel polysomnographic recordings at 5-millisecond resolution. Achieves similar performance to DeepSleep with lower computational cost.
☆22Aug 30, 2025Updated 7 months ago
Alternatives and similar repositories for deepsleep2
Users that are interested in deepsleep2 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Transfer learning for sleep stage detection☆35Aug 25, 2021Updated 4 years ago
- sleep apnea, time window, artificial neural network, time series, MLP☆19Jan 17, 2020Updated 6 years ago
- The official NodeJS driver for the Cyton board over Serial.☆16Feb 18, 2019Updated 7 years ago
- Notebooks for training the classifier of YASA sleep staging☆25Nov 20, 2021Updated 4 years ago
- Multichannel Sleep Spindle Detector for sleep EEG☆12May 24, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Active Noise Reduction with Python☆14Nov 15, 2017Updated 8 years ago
- Full stack data-science project☆12Jan 13, 2022Updated 4 years ago
- B19415 - The Definitive Guide to Data Integration☆11Apr 15, 2024Updated last year
- Based on our paper "Pneumonia Detection from Lung X-ray Images using Local Search Aided Sine Cosine Algorithm based Deep Feature Selectio…☆11Jun 26, 2022Updated 3 years ago
- Udacity Data Engineering Nanodegree Project 3☆12Jul 14, 2019Updated 6 years ago
- Explainable vision transformer for automatic visual sleep staging on multimodal PSG signals☆20Dec 23, 2024Updated last year
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆44Dec 7, 2023Updated 2 years ago
- A JupyterLab extension for displaying dashboards of GPU usage.☆13Aug 24, 2023Updated 2 years ago
- ☆17Nov 23, 2021Updated 4 years ago
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- The sorce code for the realtime video descriptors: HOG, HOF, MBH and HMG☆10Feb 6, 2017Updated 9 years ago
- End-to-end Sleep Staging with Raw Single Channel EEG☆14May 13, 2019Updated 6 years ago
- GiMeFive: Towards Interpretable Facial Emotion Classification 😄😲😭😡🤢😨 (PyTorch Implementation)☆15Jul 6, 2024Updated last year
- Dreem One Shot Detector☆49Jul 6, 2023Updated 2 years ago
- ☆14May 5, 2023Updated 2 years ago
- [PR 2021] Code for "GraphAIR: Graph Representation Learning with Neighborhood Aggregation and Interaction"☆12Aug 25, 2021Updated 4 years ago
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆43Jun 4, 2024Updated last year
- Introduction to Modern Data Analytics Tools Docker, Airbyte, DBT, Apache Superset with Brazilian Ecommerce Data & Applying RFM in DBT☆13Sep 8, 2022Updated 3 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆97Jul 29, 2025Updated 8 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Variance Gamma distribution (Python): pdf, cdf, rand and fit.☆11Mar 8, 2018Updated 8 years ago
- ☆15Mar 14, 2023Updated 3 years ago
- Detecting faces using MLKit☆10Aug 8, 2019Updated 6 years ago
- Practical guidlines with machine learning lifecycle especially in computer vision domains☆16Jun 16, 2023Updated 2 years ago
- XJGARSDK是一个免费的跨平台实时视频处理库，只需学会一套API就可以在MAC、Windows、Linux、IOS、Android等主流操作系统，提供了业界领先的视频磨皮美颜、视频滤镜、人脸实时整形（瘦脸、大眼睛等）、人脸动态贴纸等功能的库。本项目包含了Windows(…☆15Sep 4, 2019Updated 6 years ago
- This repo is the results of drilling rate of penetration prediction on the MSEEL drilling dataset using various machine and deep learning…☆12Apr 24, 2022Updated 3 years ago
- Automated sleep staging scoring and narcolepsy identification☆92Jun 24, 2024Updated last year
- ☆15Mar 23, 2026Updated 2 weeks ago
- Simple python implementation of stochastic gradient descent for neural networks through backpropagation.☆12Dec 29, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Project code for stock index forecasting☆11Jan 4, 2021Updated 5 years ago
- Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EE…☆21Dec 20, 2021Updated 4 years ago
- Extract GLCM, Region Properties, and Moments related features in a line of code and then get those into a data-frame.☆13Sep 15, 2020Updated 5 years ago
- Android application to store data from RFduino☆14Aug 22, 2016Updated 9 years ago
- This repository is a working ETL framework which utilizes user data from Spotify API using ➲Python for Extraction and Transformation ➲SQL…☆12Apr 16, 2023Updated 2 years ago
- Peakrs Dataframe is a library and framework facilitates the extraction, transformation, and loading (ETL) of data.☆18Oct 26, 2023Updated 2 years ago
- pytorch for : Learning Spatiotemporal Features with 3D Convolutional Networks(2015-ICCV)☆11Mar 6, 2020Updated 6 years ago