Projects in Awesome Lists tagged with rapids
A curated list of projects in awesome lists tagged with rapids .
https://github.com/rapidsai/cudf
cuDF - GPU DataFrame Library
arrow cpp cuda cudf dask data-analysis data-science dataframe gpu pandas pydata python rapids
Last synced: 12 May 2025
https://github.com/graphistry/pygraphistry
PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer
csv cudf cugraph gpu graph graph-visualization graphistry igraph jupyter neo4j network-analysis network-visualization networkx pandas python rapids splunk tigergraph visualization webgl
Last synced: 13 May 2025
https://github.com/rapidsai/cugraph
cuGraph - RAPIDS Graph Analytics Library
complex-networks cuda gpu graph graph-algorithms graph-analysis graph-framework graphml nvidia rapids
Last synced: 23 Apr 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/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/nvidia/spark-rapids
Spark RAPIDS plugin - accelerate Apache Spark with GPUs
Last synced: 14 May 2025
https://github.com/NVIDIA/spark-rapids
Spark RAPIDS plugin - accelerate Apache Spark with GPUs
Last synced: 04 Apr 2025
https://github.com/DerwenAI/kglab
Graph Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, NetworkX, RAPIDS, RDFlib, pySHACL, PyVis, morph-kgc, pslpython, pyarrow, etc.
graph-algorithms graph-libraries graph-thinking inference json-ld knowledge-graph networkx owl pandas parquet probabilistic-soft-logic python-igraph pyvis r2rml-mapping rapids rdflib roamresearch shacl skos sparql
Last synced: 01 May 2025
https://github.com/rapidsai/rmm
RAPIDS Memory Manager
cuda memory-allocation memory-management rapids
Last synced: 14 May 2025
https://github.com/heavyai/pymapd
Python client for OmniSci GPU-accelerated SQL engine and analytics platform
gpu gpu-dataframe hpc ibis machine-learning pydata python rapids sqlalchemy
Last synced: 27 Nov 2024
https://github.com/hrolive/applications-of-ai-for-predictive-maintenance
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.
deep-learning keras lstm machine-learning numpy pandas predictive-maintenance python rapids time-series
Last synced: 10 Apr 2025
https://github.com/ritchieng/fractional_differencing_gpu
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.
cudf fractional-differencing gpu-computing hpc-applications nvidia python rapids stationarity time-series
Last synced: 30 Apr 2025
https://github.com/hrolive/applications-of-ai-for-anomaly-detection
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.
anomaly-detection autoencoders deep-learning generative-adversarial-network keras machine-learning notebook nvidia-gpu pandas python rapids tensorflow xgboost
Last synced: 12 May 2025
https://github.com/blazingdb/welcome_to_blazingsql_notebooks
RAPIDS data science. No setup required.
blazingsql blazingsql-notebooks dask data-science data-visualization demos gpu jupyterlab machine-learning notebooks rapids sql
Last synced: 12 Apr 2025
https://github.com/ritchieng/the-incredible-rapids
The Incredible RAPIDS: a curated list of tutorials, papers, projects, communities and more relating to RAPIDS.
blazingsql cudf cugraph cuml rapids
Last synced: 30 Mar 2025
https://github.com/gerashegalov/rapids-shell
Utility to run/debug Spark RAPIDS in REPL
Last synced: 14 Feb 2025
https://github.com/bhattbhavesh91/cudf-rapids-demo
A simple demo of cuDF which is a RAPIDS GPU-Accelerated Dataframe Library!
arrow cuda cudf demo gpu gpu-dataframe pandas python rapids
Last synced: 17 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/divakarkumarp/rapids-cudf-google-colab
RAPIDS cuDF Instantly Accelerates pandas up to 50x on Google Colab With Demo
colab-notebook cudf pandas rapids
Last synced: 15 Mar 2025
https://github.com/hrolive/fundamentals-of-accelerated-data-science
How to use GPU-accelerated tools to conduct data science faster, leading to more scalable, reliable, and cost-effective results.
accelerated-computing bokeh cudf cugraph cuml cupy dask data-science jupyter numpy pandas python rapids xgboost
Last synced: 18 Mar 2025
https://github.com/edward38978/applications-of-ai-for-predictive-maintenance
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.
deep-learning keras lstm machine-learning numpy pandas predictive-maintenance python rapids time-series
Last synced: 28 Mar 2025
https://github.com/bhattbhavesh91/polars-on-gpu
Supercharge Your Polars Code with RAPIDS cuDF on a GPU
cudf gpu polars polars-dataframe rapids
Last synced: 09 Mar 2025