Predict your emotional states for the next 3 days based on your behavioral signals

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Accurate Predictions
AI-powered mood forecasting based on 6 behavioral signals
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Track Progress
Monitor emotional patterns over time with detailed analytics
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Smart Insights
Personalized recommendations to improve your mood
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Easy to Use
Upload CSV or enter data manually in seconds

Get Started

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Option 1: Upload CSV

No file selected

Expected columns: date, sleep_hours, steps, screen_time_minutes, message_sentiment, music_valence, calendar_events

Option 2: Manual Input

Average hours per night

Steps per day

Daily screen time

-1 (negative) to 1 (positive)

0 (sad) to 1 (happy)

Average events per day

πŸ“‹ What's Included

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  • Real Data Integration: Connect HealthKit/Google Fit for sleep & steps, phone APIs for screen time, NLP for message sentiment analysis
  • Advanced ML Model: Scikit-learn and TensorFlow framework with Bayesian filtering for confidence scores
  • User Features: User profiles, historical mood tracking dashboard, personalized coaching recommendations
  • Database & Persistence: PostgreSQL integration for user data, mood history, preferences, and data export/import
  • API & Backend: Full REST API with rate limiting and WebSocket support for real-time updates
  • Frontend Enhancement: Mobile-responsive design, dark mode, and interactive charts with trend analysis
  • Testing & Quality: Comprehensive unit tests for prediction algorithm, CSV upload, and complete workflows
  • Security & Privacy: End-to-end encryption, two-factor authentication framework, and privacy protections
  • Analytics & Monitoring: User engagement tracking, forecast accuracy metrics, and error logging
  • Deployment & DevOps: CI/CD pipeline, Docker containerization, and auto-scaling support
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If you're struggling with your mental health, know that you're not alone.

Every small step toward understanding yourself is an act of courage. You deserve support and kindnessβ€”especially from yourself. Reach out to someone you trust or contact a mental health professional.

Forecasting your emotions...

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