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QITF-Net

Quantum-Inspired Tensor Factorization

QITF-Net Stock Predictor

Advanced stock market prediction using quantum-inspired tensor factorization and deep learning. Get 5-day forecasts with uncertainty quantification.

76.2%
Best ROC-AUC
CNN-LSTM
Best Model
4
Stocks Tested
12
Experiments

Select Model

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📅Training Data Timeline

Select the date range for historical data. Recommended: at least 1 year of data for better predictions.

Select Stock

Popular Stocks:

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Rigorous Evaluation

12 experiments across 4 stocks with CNN-LSTM achieving best 76.2% ROC-AUC

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20 Technical Indicators

RSI, MACD, Bollinger Bands, OBV, ATR, and more for comprehensive analysis

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Real-time Analysis

Fast predictions under 50ms with BiLSTM and multi-scale CNN architecture

How It Works

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Input
Enter any stock symbol
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Data
Fetch OHLCV + 20 indicators
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Tensor
Tucker decomposition
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Model
BiLSTM + Attention
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Predict
5-day UP/DOWN forecast