Sleep stage classification using Gradient Boosted Classifier
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Dec 12, 2023 - Python
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sleep-prediction
Here are 8 public repositories matching this topic...
Mindful Coffee ☕️ — iOS Caffeine Tracker & Brew Journal for iPhone, iPad & Mac. Log espresso, V60, AeroPress, Chemex, French press, cold brew, matcha & tea. Dial in your perfect cup and predict sleep with cortisol rhythm modeling — 100% on-device. SwiftUI · SwiftData · HealthKit · Apple Intelligence.
swift ios ai quantified-self ios-app coffee heart-rate healthkit biohacking chronobiology apple-health swiftui health-app privacy-focused caffeine-tracker cortisol circadian-rhythm sleep-prediction swiftdata brew-journal
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Sep 6, 2026 - HTML
A supervised ML classification project that predicts sleep disorders- Insomnia, Sleep Apnea, or None from health and lifestyle features including age, BMI, stress level, sleep duration, and blood pressure, using Logistic Regression, Random Forest, and SVM.
python data-science machine-learning random-forest scikit-learn exploratory-data-analysis jupyter-notebook eda healthcare classification predictive-modeling health-analytics sleep-prediction sleep-disorder sleep-disorder-prediction
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May 25, 2026 - Jupyter Notebook
This project involves the prediction of a subjects future sleep stage based on their Apple Watch data and their current and previous sleep stages
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Mar 10, 2021 - Jupyter Notebook
Sleep trackers tell you how you slept. SleepArchitect predicts it before you go to bed, by running Borbely's two-process model over today's caffeine, alcohol, workouts, light, and meal timing.
melatonin alertness circadian-rhythm chronotype sleep-prediction sleep-science two-process-model safte
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Jun 12, 2026 - Python
Machine learning-powered web application that predicts optimal daily sleep hours based on lifestyle habits using Flask, Scikit-learn, and an interactive web interface.
javascript css python html flask data-science machine-learning numpy scikit-learn ml pandas healthcare pickle predictive-modeling sleep-prediction
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Nov 10, 2025 - HTML
[ZZZ] 웨어러블 및 환경 센싱 기반의 개인 맞춤형 수면 질 예측 및 해석 서비스
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Jun 11, 2026 - JavaScript
DACON/ETRI ICTC code package for personalized digital bedtime routine modeling with ExtraTrees shrinkage
python machine-learning scikit-learn lifelog probability-calibration etri dacon extratrees sleep-prediction log-loss digital-phenotyping multimodal-sensing stress-prediction bedtime-routine ictc
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Aug 28, 2026 - Python
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