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Data gathered from Bitstamp.\n\n\n## Key Features\n\nBTCDash includes a real time pseudo live prediction update chart as follows:\n\n- BTCUSD OHLC chart with predicted price overlay\n- Momentum gauge using Relative Strength Indicator\n- Directional prediction confusion metrics\n\n![demo](frontend/btc_dash/assets/btcdash1.gif)\n\n## Infrastructure\n:construction:\n\n![infra](docs/btc_dash.png)\n\n## Statistics\n\nWe establish our baseline using the previous period log returns for RMSE and directional accurcy calculation. \n\n| Baseline | RMSE | Directional Accuracy |\n| ------------- |-------------:| -----:|\n| Baseline      | 0.0597 | 0.4724 |\n| Univariate AR(16)      | 0.0340 | 0.5333 |\n| Univariate ARIMA(5, 1, 1)      | 0.0268 |   0.7143 |\n| Univariate LSTM(diff=1)      | 0.0285 |   0.8000 |\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fleehanchung%2Fbtc_dash","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fleehanchung%2Fbtc_dash","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fleehanchung%2Fbtc_dash/lists"}