IntelPython/composability_bench

Stars
15
Rank 1,371,379 (Top 28 %)
Language
Python
License
MIT License
Created over 7 years ago
Updated over 1 year ago

IntelPython/composability_bench

IntelPython

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Show effects of over-subscription and ways to fix that

sdc

Numba extension for compiling Pandas data frames, Intel® Scalable Dataframe Compiler

scikit-learn_bench

scikit-learn_bench benchmarks various implementations of machine learning algorithms across data analytics frameworks. It currently support the scikit-learn, DAAL4PY, cuML, and XGBoost frameworks for commonly used machine learning algorithms.

dpctl

Python SYCL bindings and SYCL-based Python Array API library

numba-dpex

Data Parallel Extension for Numba

dpnp

Data Parallel Extension for NumPy

mkl-service

Python hooks for Intel(R) Math Kernel Library runtime control settings.

mkl_fft

NumPy-based Python interface to Intel (R) MKL FFT functionality

container-images

Dockerfiles for building docker images

ibench

Benchmarks for python

DPEP

Data Parallel Extensions for Python*

Jupyter Notebook

examples

Examples and sample code showcasing features of the Intel(R) Distribution for Python

mkl_random

Python interface to Intel(R) Math Kernel Library's random number generation functionality

dpbench

Benchmark suite to evaluate Data Parallel Extensions for Python

workshop

Getting Python Performance with Intel(R) Distribution for Python

Jupyter Notebook

smp

Static partitioning and thread affinity for nestable Symmetric Multi-Processing

BlackScholes_bench

Benchmark computing Black Scholes formula using different technologies

source-publish

Sources used in Intel Python that have a license that requires publication: GPL, LGPL, MPL

DPPY-Spec

Draft specifications of DPPY

scikit-ipp

Scikit-image like API to Intel® IPP

fft_benchmark

optimizations_bench

Collection of performance benchmarks used to present optimizations implemented for Intel(R) Distribution for Python*

bearysta

Pandas-based statistics aggregation tool

sharded-array-for-python

oneAPI-for-SciPy

"oneAPI for Scientific Python Community" virtual poster at SciPy 2022

sample-data-parallel-extensions

Sample data parallel extensions built with oneAPI DPC++

sdc-doc

Documentation pages for SDC.

example-portable-data-parallel-extensions

Examples of portable data-parallel Python extensions using oneAPI DPC++