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Merge pull request #51 from miguelangel/fix_50
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Fix #50 - Rename notebook folder to notebooks.
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avolkov1 authored Aug 16, 2019
2 parents eee980b + 6fb66fb commit ae57322
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2 changes: 1 addition & 1 deletion download_data.sh
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#!/bin/bash
DATA_PATH=./notebook/data
DATA_PATH=./notebooks/data
mkdir -p $DATA_PATH
wget https://query.data.world/s/qlidesn2wqntqjqie5nc7p3lsuvcon -O $DATA_PATH/security_master.csv.gz
wget https://query.data.world/s/i2xn3byzbx3msm4gebstjjkqusanpt -O $DATA_PATH/stock_price_hist.csv.gz
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"cell_type": "markdown",
"metadata": {},
"source": [
"In case that there is no direct dataframe method for a particular logic, a Numba GPU kernel can be used to implement it. Some examples of customized GPU kernels in Numba can be found [here](https://github.com/rapidsai/gQuant/blob/master/notebook/05_customize_nodes.ipynb).\n",
"In case that there is no direct dataframe method for a particular logic, a Numba GPU kernel can be used to implement it. Some examples of customized GPU kernels in Numba can be found [here](https://github.com/rapidsai/gQuant/blob/master/notebooks/05_customize_nodes.ipynb).\n",
"\n",
"If we use customized GPU kernel functions inside the `process` method to process the dataframe instead of _normal_ dataframe API functions calls, we need to add `self.delayed_process = True` in the `columns_setup` method to let gQuant handle the dask graph integration problem. If we use _normal_ dataframe API functions inside the `process` method, nothing needs to be done as `self.delayed_process = False` by default.\n",
"\n",
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"cell_type": "markdown",
"metadata": {},
"source": [
"The features used for XGBoost algorithm are prepared in the `node_technical_indicator` node, where `cuIndicator` module is used to compute the technical indicators in the GPU for all the stock symbols. `node_xgboost_strategy` is the node that is used to compute the trading signals from the stock technical indicators. Each of the gQuant node is implemented by overwriting \"columns_setup\" and \"process\" methods of the Node base class. Please refer to [customize nodes notebook](https://github.com/rapidsai/gQuant/blob/master/notebook/05_customize_nodes.ipynb) for details. Following is the source code for \"XGBoostStrategyNode\":"
"The features used for XGBoost algorithm are prepared in the `node_technical_indicator` node, where `cuIndicator` module is used to compute the technical indicators in the GPU for all the stock symbols. `node_xgboost_strategy` is the node that is used to compute the trading signals from the stock technical indicators. Each of the gQuant node is implemented by overwriting \"columns_setup\" and \"process\" methods of the Node base class. Please refer to [customize nodes notebook](https://github.com/rapidsai/gQuant/blob/master/notebooks/05_customize_nodes.ipynb) for details. Following is the source code for \"XGBoostStrategyNode\":"
]
},
{
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"cell_type": "markdown",
"metadata": {},
"source": [
"We create a worfklow by defining tasks and specifying their configuration (parameters) and inputs (for basics tutorial on gQuant refer to [01_tutorial.ipynb](https://github.com/rapidsai/gQuant/blob/master/notebook/01_tutorial.ipynb) and custom plugins [05_customize_nodes.ipynb](https://github.com/rapidsai/gQuant/blob/master/notebook/05_customize_nodes.ipynb)). The workflow to calculate the mortgage features and delinquecy is defined in the `mortgage_etl_workflow_def` function in `mortgage_common` module. Its code is shown below."
"We create a worfklow by defining tasks and specifying their configuration (parameters) and inputs (for basics tutorial on gQuant refer to [01_tutorial.ipynb](https://github.com/rapidsai/gQuant/blob/master/notebooks/01_tutorial.ipynb) and custom plugins [05_customize_nodes.ipynb](https://github.com/rapidsai/gQuant/blob/master/notebooks/05_customize_nodes.ipynb)). The workflow to calculate the mortgage features and delinquecy is defined in the `mortgage_etl_workflow_def` function in `mortgage_common` module. Its code is shown below."
]
},
{
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],
"metadata": {
"kernelspec": {
"display_name": "py36-rapids",
"display_name": "Python 3",
"language": "python",
"name": "py36-rapids"
"name": "python3"
},
"language_info": {
"codemirror_mode": {
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"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.9"
"version": "3.6.8"
}
},
"nbformat": 4,
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