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rapidsai-community / notebooks-contrib

RAPIDS Community Notebooks
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[WIP] Added 3 modules for KNN, KMeans and Logistic Regression. #319

Open keerthi-sree opened 3 years ago

keerthi-sree commented 3 years ago

The notebooks in this repo are tested using RAPIDS 0.17 nightly build in Titan RTX GPU and Blazing SQL. Link for using Blazing SQL: app.blazingsql.com

There are 3 files under this repo:

  1. K Means using SKLearn and RAPIDS
  2. KNN (a time comparison between SKLearn and RAPIDS)
  3. Logistic Regression.

Steps for RAPIDS installation in a GPU:

  1. Create a conda env for rapids
  2. Install rapids
  3. This will open the juptyer lab in browser

• Some more useful cmds:

o Hardware setup: !nvidia-smi

o CUDA version : !nvcc --version

o conda version check: conda list

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