Projects in Awesome Lists tagged with rapidsai
A curated list of projects in awesome lists tagged with rapidsai .
https://github.com/BlazingDB/blazingsql
BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.
arrow artificial-intelligence blazingsql conda-environment cudf data-science gpu gpu-acceleration gpu-dataframes machine-learning machine-learning-workflow python rapids rapidsai sql sql-engine
Last synced: 25 Mar 2025
https://github.com/blazingdb/blazingsql
BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.
arrow artificial-intelligence blazingsql conda-environment cudf data-science gpu gpu-acceleration gpu-dataframes machine-learning machine-learning-workflow python rapids rapidsai sql sql-engine
Last synced: 15 May 2025
https://github.com/openhackathons-org/gpubootcamp
This repository consists for gpu bootcamp material for HPC and AI
ai4hpc cuda data-science deep-learning deepstream gpu hpc machine-learning mpi openacc openmp rapidsai
Last synced: 27 Mar 2025
https://github.com/datacanvasio/hypergbm
A full pipeline AutoML tool for tabular data
adversarial-validation automl catboost dask dask-distributed datacleaning distributed-training ensemble-learning fullpipeline gbm gpu-acceleration lightgbm preprocessing pseudo-labeling rapidsai semi-supervised-learning sklearn tabular-data xgboost
Last synced: 15 May 2025
https://github.com/DataCanvasIO/HyperGBM
A full pipeline AutoML tool for tabular data
adversarial-validation automl catboost dask dask-distributed datacleaning distributed-training ensemble-learning fullpipeline gbm gpu-acceleration lightgbm preprocessing pseudo-labeling rapidsai semi-supervised-learning sklearn tabular-data xgboost
Last synced: 09 May 2025
https://github.com/nvidia-merlin/models
Merlin Models is a collection of deep learning recommender system model reference implementations
dask deep-learning gpu machine-learning pytorch rapidsai recommendation-system recommender-system recsys tensorflow
Last synced: 12 Apr 2025
https://github.com/mzjp2/kedro-dataframe-dropin
A Kedro plugin that provides pandas dropin replacements for the pandas datasets (e.g modin and cuDF)
data gpu-acceleration kedro-catalog kedro-plugin modin rapidsai
Last synced: 09 Apr 2025
https://github.com/sbl-sdsc/df-parallel
Comparison of Dataframe libraries for parallel processing of large tabular files on CPU and GPU.
cuda-toolkit dask dask-cudf dask-dataframes dataframes gpu-computing parallel-processing pyspark-dataframes rapidsai
Last synced: 12 Apr 2025
https://github.com/bhattbhavesh91/rapids-cudf-cuml-example
Running KNN algorithm much faster on GPU for free using RAPIDS packages like cuML and cuDF
cuda cuml deep-learning nvidia-gpu rapids rapidsai
Last synced: 09 Mar 2025
https://github.com/parag000/gpu-accelerated-ml-for-big-data-processing
This project predicts the "Scariest Monster" using a dataset of 12 million entries and 106 features. Utilizing GPU-accelerated processing and the Random Forest Regressor using the Nvidia Rapids API. The goal is to minimize RMSE for accurate predictions
cudf cuml python3 rapidsai sklearn
Last synced: 18 Feb 2025
https://github.com/Parag000/GPU-Accelerated-ML-For-Big-Data-Processing
This project predicts the "Scariest Monster" using a dataset of 12 million entries and 106 features. Utilizing GPU-accelerated processing and the Random Forest Regressor using the Nvidia Rapids API. The goal is to minimize RMSE for accurate predictions
cudf cuml python3 rapidsai sklearn
Last synced: 10 Apr 2025
https://github.com/bhattbhavesh91/rapids-cudf-23-10-release-demo
Supercharge Your Pandas Code with RAPIDS cuDF & pandas accelerator mode | RAPIDS cuDF 23.10
cudf nvidia nvidia-cuda pandas python rapidsai
Last synced: 09 Mar 2025