There are 4 repositories under rapids topic.
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.
Rapid large-scale fractional differencing with NVIDIA RAPIDS and GPU to minimize memory loss while making a time series stationary. 6x-400x speed up over CPU implementation.
Nvidia DLI workshop on AI-based predictive maintenance techniques to identify anomalies and failures in time-series data, estimate the remaining useful life of the corresponding parts, and map anomalies to failure conditions.
RAPIDS data science. No setup required.
Nvidia DLI workshop on AI-based anomaly detection techniques using GPU-accelerated XGBoost, deep learning-based autoencoders, and generative adversarial networks (GANs) and then implement and compare supervised and unsupervised learning techniques.
Template repository for a Python 3-based (data) science project with GPU acceleration using NVIDIA RAPIDS libraries.
Building NVIDIA's RAPIDS (cuDF, cuML...) in Arch Linux
A simple demo of cuDF which is a RAPIDS GPU-Accelerated Dataframe Library!
The Incredible RAPIDS: a curated list of tutorials, papers, projects, communities and more relating to RAPIDS.
GPU accelerated Jupyter dashboard.
Easily build a customizable, ready to use Docker Image for some AI/Data Science/Deep Learning experiments.
Running KNN algorithm much faster on GPU for free using RAPIDS packages like cuML and cuDF
Rapids and rivers pattern interpretation and implementation
GPU-based ML to classify Higgs boson signal from background in particle physics using RAPIDS framework
combination of EvalML with Rapids for the WiDS 2021 competition
Predict loan amount using RAPIDS libraries.
Códigos PYTHON. Pandas, Scikit-Learning, Rapids, Cuml, Cudf.
Shopee is the leading e-commerce platform in Southeast Asia and Taiwan. Customers appreciate its easy, secure, and fast online shopping experience tailored to their region. The company also provides strong payment and logistical support along with a 'Lowest Price Guaranteed' feature on thousands of Shopee's listed products. In this competition, we had been requested to build a model that predicts which items are the same products for Shopee company.
RAPIDS cuDF Instantly Accelerates pandas up to 50x on Google Colab With Demo
Example notebooks using BlazingSQL with the RAPIDS AI ecoystem.
For graphics processing unit accelerated data science via rapids.ai