Intel Extension for Scikit-Learn

• scikit-learn

  82 58,200 9.9 Python

  scikit-learn: machine learning in Python

  

Hi all,

Currently some works is being done to improve computational primitives of scikit-learn to enhance its overhaul performances natively.

You can have a look at this exploratory PR: https://github.com/scikit-learn/scikit-learn/pull/20254

This other PR is a clear revamp of this previous one:

• scikit-learn-intelex

  3 1,162 9.5 Python

  Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application

  

Looks like they are responding to https://github.com/intel/scikit-learn-intelex#-acceleration

I completely agree. I hope some Intel competitor funds a scikit-learn developer to read this code and extract all the portable performance improvements.

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• cuml

  10 3,926 9.3 C++

  cuML - RAPIDS Machine Learning Library

  

https://github.com/rapidsai/cuml

> cuML is a suite of libraries that implement machine learning algorithms and mathematical primitives functions that share compatible APIs with other RAPIDS projects. cuML enables data scientists, researchers, and software engineers to run traditional tabular ML tasks on GPUs without going into the details of CUDA programming. In most cases, cuML's Python API matches the API from scikit-learn. For large datasets, these GPU-based implementations can complete 10-50x faster than their CPU equivalents. For details on performance, see the cuML Benchmarks Notebook.

• numba-dpex

  1 69 9.8 Python

  Data Parallel Extension for Numba

  

> Intel are focused on data-parallel C++ for delivering high performance, rightly or wrongly.

They also invest efforts in making it possible to write high performance kernels in Python using an extension to the numba Python compiler:

https://github.com/IntelPython/numba-dppy

Suggest a related project