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GPU PYTHON
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GPU PYTHON , 1 2 3 4 5 - - PowerPoint PPT Presentation
GPU PYTHON , 1 2 3 4 5 - - PowerPoint PPT Presentation
GPU PYTHON , 1 2 3 4 5 6 7 GQUANT https://github.com/rapidsai/gQuant GPU Alpha RAPIDS cuDF , cuML
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- https://github.com/rapidsai/gQuant
- GPU
- Alpha
- RAPIDS
cuDF , cuML , Dask, Numba GPU
- GQUANT
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BLAS/numpy Pandas gQuant
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YAML
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- columns_setup
- process
dataframe GPU
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GQUANT
- :
- csv, hdf5, pickle, mysql
- csv
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GQUANT
csv
Mysql hdf5
- GPU
- dask
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- GPU
- dask
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GQUANT
GPU
Accumulation Distribution
Average Directional Movement Index
Average True Range Bollinger Bands Chaikin Oscillator Channel Index Commodity Channel Index Coppock Curve Donchian Channel Ease of Movement Exponential Moving Average Force Index Kelter Channel KST Oscillator MACD Mass Index Momentum Money Flow Index Moving Average On Balance Volume
Pivot Points, Supports Resistance Port Exponential Moving Average
Port MACD Port RSI Rate of Change Relative Strength Index Stochastic Oscillator TRIX True Strength Index Ultimate Oscillator Vortex Indicator . . .
RSI 1000x https://github.com/rapidsai/gQuant/blob/master/notebook/cuIndicator/rsi_pe rf.ipynb
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CUDA
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GQUANT
Fractional differencing Numba CUDA Ensemble Capital 125 https://github.com/rapidsai/gQuant/blob/develop/notebooks/07_fr actional_differencing.ipynb
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GQUANT
Fractional differencing
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GQUANT
5052 4598 25 20x
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GQUANT gQuant
- Pandas Dataframe
- CPU
- Cudf Dataframe
- GPU
- Dask_cudf Dataframe
- GPU
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GQUANT gQuant Dask
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