😴 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.
☆22Jul 10, 2026Updated last week
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:
- ☆44Nov 12, 2021Updated 4 years ago
- Code for paper "BCGNet: Pretrained on Nearly 600K Hours of PSG Enables Contactless BCG-based Sleep Monitoring"☆18May 7, 2026Updated 2 months ago
- Transfer learning for sleep stage detection☆37Aug 25, 2021Updated 4 years ago
- Tools to make use of MNE Python with fNIRS data☆17May 9, 2017Updated 9 years ago
- sleep apnea, time window, artificial neural network, time series, MLP☆18Jan 17, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Notebooks for training the classifier of YASA sleep staging☆27Nov 20, 2021Updated 4 years ago
- Multichannel Sleep Spindle Detector for sleep EEG☆12May 24, 2020Updated 6 years ago
- Active Noise Reduction with Python☆14Nov 15, 2017Updated 8 years ago
- The codes for the paper of "A particle swarm optimization-based flexible convolutional auto-encoder for image classification" published b…☆10Jul 21, 2020Updated 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…☆13Apr 24, 2022Updated 4 years ago
- B19415 - The Definitive Guide to Data Integration☆11Apr 15, 2024Updated 2 years ago
- 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 4 years ago
- ☆15Mar 14, 2023Updated 3 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 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A JupyterLab extension for displaying dashboards of GPU usage.☆13Aug 24, 2023Updated 2 years ago
- Joint Classification and Prediction CNN Framework for Automatic Sleep Stage Classification☆43Dec 7, 2023Updated 2 years ago
- 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）☆12May 17, 2020Updated 6 years ago
- Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography☆45Jun 4, 2024Updated 2 years ago
- ☆17Nov 23, 2021Updated 4 years ago
- GiMeFive: Towards Interpretable Facial Emotion Classification 😄😲😭😡🤢😨 (PyTorch Implementation)☆16Jul 6, 2024Updated 2 years ago
- End-to-end Sleep Staging with Raw Single Channel EEG☆14May 13, 2019Updated 7 years ago
- Benchmark code for the paper: "Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging"☆100Jul 29, 2025Updated 11 months ago
- Explainable vision transformer for automatic visual sleep staging on multimodal PSG signals☆20Dec 23, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Dreem One Shot Detector☆49Jul 6, 2023Updated 3 years ago
- ☆11Aug 25, 2020Updated 5 years ago
- 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
- ☆14May 5, 2023Updated 3 years ago
- [PR 2021] Code for "GraphAIR: Graph Representation Learning with Neighborhood Aggregation and Interaction"☆12Aug 25, 2021Updated 4 years ago
- NodeJS driver for the Wifi Shield☆16Dec 6, 2022Updated 3 years ago
- Variance Gamma distribution (Python): pdf, cdf, rand and fit.☆11Mar 8, 2018Updated 8 years ago
- Practical guidlines with machine learning lifecycle especially in computer vision domains☆16Jun 16, 2023Updated 3 years ago
- Automated sleep staging scoring and narcolepsy identification☆91Jun 24, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EE…☆20Dec 20, 2021Updated 4 years ago
- Project code for stock index forecasting☆11Jan 4, 2021Updated 5 years ago
- ☆16Mar 9, 2026Updated 4 months ago
- Android application to store data from RFduino☆15Aug 22, 2016Updated 9 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
- 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
- EEG data Classification & Anomaly Detection with NuPIC☆13Oct 29, 2014Updated 11 years ago