Using Intel® Distribution for Python*

You can:

  • Achieve faster Python application performance—right out of the box—with minimal or no changes to your code
  • Accelerate NumPy, SciPy, and scikit-learn* with integrated Intel® Performance Libraries such as Intel® Math Kernel Library and Intel® Data Analytics Acceleration Library (Intel® DAAL)
  • Access the latest vectorization and multithreading instructions, Numba* and Cython, composable parallelism with Threading Building Blocks, and more

Who Needs This Product

Machine Learning Developers, Data Scientists, and Analysts

Easily implement performance-packed, production-ready scikit-learn algorithms.

 

Numerical and Scientific Computing Developers

Accelerate and scale the compute-intensive Python packages NumPy, SciPy, and mpi4py.

 

High-Performance Computing (HPC) Developers

Unlock the power of modern hardware to accelerate your Python applications.

What’s New in the 2020 Version

This release offers many performance improvements:

  • Faster machine learning with scikit-learn key algorithms accelerated with Intel DAAL 
  • Help address the needs of data scientists to harness Intel DAAL capabilities with a Python API using daal4py package improvements
  • Speed up pandas and NumPy with a compiler-based framework: High Performance Analytics Toolkit (HPAT) 
  • Includes the latest TensorFlow* and Caffe* libraries that are optimized for Intel® architecture

Release Notes

All Packages

Commercial Support with Intel® Parallel Studio XE

Intel Distribution for Python is included in our flagship product, Intel® Parallel Studio XE. This powerful, robust suite of software development tools has everything you need to write Python native extensions: C and Fortran compilers, numerical libraries, and profilers. Help boost application performance by taking advantage of the ever-increasing processor core counts and vector register widths available in processors based on Intel® technology and other compatible processors. The 30-day trial includes online customer support.

 

Free Trial

Support

Community Forum

Connect to the developer community and our technical experts through this public forum.

 

Priority Customer Support

New software purchases include free updates and confidential priority customer support for a year through our Priority Support. Get direct access to our technical experts when you purchase Intel Distribution for Python with Intel Parallel Studio XE or Intel® VTune™ Profiler.

Key Specifications

Target operating systems: Linux*, Windows® 10 , macOS*

Version: Python 3.7.4

Package management: conda*, PIP*

Compatible with: Microsoft Visual Studio*, PyCharm*

System Requirements: Windows, Linux, macOS

Related Tools

Intel® VTune™ Profiler

Use this application for performance profiling of Python, C, and C++.

 

Intel Parallel Studio XE

Modernize applications for faster, scalable, and portable parallel code

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Información sobre productos y desempeño

1

Los compiladores Intel pueden o no optimizar al mismo nivel para los microprocesadores que no son Intel en optimizaciones que no son exclusivas de los microprocesadores Intel. Estas optimizaciones incluyen los conjuntos de instrucciones SSE2, SSE3 y SSSE3, y otras optimizaciones. Intel no garantiza la disponibilidad, funcionalidad o eficacia de ninguna optimización en microprocesadores que no sean fabricados por Intel. Las optimizaciones dependientes del microprocesador en este producto fueron diseñadas para usarse con microprocesadores Intel. Ciertas optimizaciones no específicas de la microarquitectura Intel se reservan para los microprocesadores Intel. Consulte las guías de referencia y para el usuario para obtener más información acerca de los conjuntos de instrucciones específicos cubiertos por este aviso.

Revisión del aviso n.° 20110804