https://github.com/ashishpatel26/rapidsai_machine_learning_on_gpu

Rapidsai_Machine_learnring_on_GPU
https://github.com/ashishpatel26/rapidsai_machine_learning_on_gpu

cudf cuml dask dask-ml deep-learning machine-learning machine-learning-algorithms nvidia pandas scikit-learn sklearn

Last synced: 8 months ago
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Rapidsai_Machine_learnring_on_GPU

• Host: GitHub
• URL: https://github.com/ashishpatel26/rapidsai_machine_learning_on_gpu
• Owner: ashishpatel26
• Created: 2021-06-09T12:20:06.000Z (about 5 years ago)
• Default Branch: main
• Last Pushed: 2021-06-10T07:23:33.000Z (about 5 years ago)
• Last Synced: 2025-05-14T11:42:27.668Z (about 1 year ago)
• Topics: cudf, cuml, dask, dask-ml, deep-learning, machine-learning, machine-learning-algorithms, nvidia, pandas, scikit-learn, sklearn
• Language: Jupyter Notebook
• Homepage: http://rapids.ai/
• Size: 91.8 KB
• Stars: 9
• Watchers: 2
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Rapids.ai Machine learning on GPU [![MIT license](https://img.shields.io/badge/License-MIT-blue.svg)](https://lbesson.mit-license.org/)[![Open Source Love svg1](https://badges.frapsoft.com/os/v1/open-source.svg?v=103)](https://github.com/ellerbrock/open-source-badges/)

[![Awesome Rapidsai](https://img.shields.io/badge/badges-awesome-green.svg)](https://github.com/Naereen/badges)

This repository supported by 

![](https://github.com/ashishpatel26/Rapidsai_Machine_learning_on_GPU/blob/main/images/rapidsailogo.jpg?raw=true)

🤩**About Rapids**🤩

- The RAPIDS suite of open source software libraries aim to enable execution of end-to-end data science and analytics pipelines entirely on GPUs. It relies on NVIDIA® CUDA® primitives for low-level compute optimization, but exposing that GPU parallelism and high-bandwidth memory speed through user-friendly Python interfaces.

![](https://github.com/rapidsai/cudf/raw/branch-21.08/img/rapids_arrow.png)

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### Outline

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1. **10 Min to Pandas and  Cudf**  - [![Open In Collab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/ashishpatel26/Rapidsai_Machine_learning_on_GPU/blob/main/10_Min_to_Pandas_and_Cudf_Comparision_on_GPU.ipynb) [**Nbviewer**](https://nbviewer.jupyter.org/github/ashishpatel26/Rapidsai_Machine_learning_on_GPU/blob/main/10_Min_to_Pandas_and_Cudf_Comparision_on_GPU.ipynb)

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Happy Learning

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