Katebsaber / rapids-examples

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Rapids Examples

Assumptions

  1. Conda is installed.
  2. CUDA 10.0 > is installed and on the PATH.

Examples List

Example Description
python-kernel-wrapper Demonstrates processing python cudf dataframes in a cuda kernel
pycuda_cudf_integration Demonstrates processing python cudf dataframes using pycuda
tfidf-benchmark Benchmarks NLP text processing pipeline in cuML + Dask vs. Apache Spark
rapids_triton_example Example of using RAPIDS+Pytorch with Nvidia Triton.
cuBERT_topic_modelling Leveraging BERT, TF-IDF and NVIDIA RAPIDS to create easily interpretable topics.

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Language:Jupyter Notebook 79.5%Language:Python 9.8%Language:Cuda 4.8%Language:C++ 3.5%Language:CMake 1.5%Language:Dockerfile 0.6%Language:Cython 0.2%Language:Shell 0.1%Language:Batchfile 0.0%