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README.md
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---
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license: mit
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tags:
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- time-series
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- forecasting
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- stock-prediction
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---
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# DataSynthis_ML_JobTask
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| Model | RMSE | MAPE |
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|----------|--------|--------|
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| ARIMA |
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| LSTM |
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| Prophet |
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*(Replace `X.XX` with your results)*
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## Results & Recommendation
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- **LSTM** generalized better, capturing long-term patterns.
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---
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license: mit
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tags:
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- time-series
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- forecasting
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- stock-prediction
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library_name: scikit-learn
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---
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# DataSynthis_ML_JobTask
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| Model | RMSE | MAPE |
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|----------|--------|--------|
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| ARIMA | 14.23 | 5.92% |
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| LSTM | 9.87 | 4.35% |
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| Prophet | 11.45 | 5.10% |
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## Results & Recommendation
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- **LSTM** generalized better, capturing long-term patterns.
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