update docs for xgboost1.7.1 and add python notebooks #252
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Signed-off-by: liyuan <[email protected]>
nvliyuan
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Signed-off-by: liyuan <[email protected]>
Signed-off-by: liyuan <[email protected]>
Signed-off-by: liyuan <[email protected]>
Signed-off-by: liyuan <[email protected]>
Signed-off-by: liyuan <[email protected]>
Signed-off-by: liyuan <[email protected]>
Signed-off-by: liyuan <[email protected]>
Signed-off-by: liyuan <[email protected]>
wbo4958
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Nov 30, 2022
docs/get-started/xgboost-examples/on-prem-cluster/standalone-python.md
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Signed-off-by: liyuan <[email protected]>
Signed-off-by: liyuan <[email protected]>
NvTimLiu
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Dec 12, 2022
examples/XGBoost-Examples/agaricus/notebooks/python/agaricus-gpu.ipynb
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…dsPerBatch default value Signed-off-by: liyuan <[email protected]>
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NvTimLiu
previously approved these changes
Dec 14, 2022
…rk-rapids-examples into xgb170-2212-updates
wbo4958
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Dec 15, 2022
| 3. Install the XGBoost, cudf-cu11, numpy libraries on all nodes before running XGBoost application. | ||
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| ``` bash | ||
| pip install xgboost |
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Do we need to install scikit-learn?
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yes, add 'pip install scikit-learn '
wbo4958
reviewed
Dec 15, 2022
| ``` bash | ||
| pip install xgboost | ||
| pip install cudf-cu11 --extra-index-url=https://pypi.ngc.nvidia.com | ||
| pip install numpy |
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do we still install numpy?
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yes, XGBoost dependent on numpy
wbo4958
reviewed
Dec 15, 2022
| ``` bash | ||
| pip install xgboost | ||
| pip install cudf-cu11 --extra-index-url=https://pypi.ngc.nvidia.com | ||
| pip install numpy |
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same with the previous comment
wbo4958
reviewed
Dec 15, 2022
| Most data scientists spend a lot of time not only on | ||
| Training models but also processing the large amounts of data needed to train these models. | ||
| As you can see below, XGBoost training on GPUs can be up to 10X and data processing using | ||
| RAPIDS Accelerator can also be accelerated with an end-to-end speed-up of 7X on GPU compared to CPU. | ||
| As you can see below, Pyspark+XGBoost training on GPUs can be up to 13X and data processing using |
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Can we also have a benchmark testing for xgboost-jvm-gpu?
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no, but I think we can add it in another PR.
Signed-off-by: liyuan <[email protected]>
wbo4958
approved these changes
Dec 19, 2022
This was referenced Jan 3, 2023
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Signed-off-by: liyuan [email protected]
this pr is to: