.. ****************************************************************************** .. * Copyright 2020-2021 Intel Corporation .. * .. * Licensed under the Apache License, Version 2.0 (the "License"); .. * you may not use this file except in compliance with the License. .. * You may obtain a copy of the License at .. * .. * http://www.apache.org/licenses/LICENSE-2.0 .. * .. * Unless required by applicable law or agreed to in writing, software .. * distributed under the License is distributed on an "AS IS" BASIS, .. * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. .. * See the License for the specific language governing permissions and .. * limitations under the License. .. *******************************************************************************/ .. |intelex_repo| replace:: |intelex| repository .. _intelex_repo: https://github.com/intel/scikit-learn-intelex .. _index: ######### |intelex| ######### With |intelex| you can accelerate your Scikit-learn applications and still have full conformance with all Scikit-Learn APIs and algorithms. |intelex| is a free software AI accelerator that brings over 10-100X acceleration across a variety of applications. |intelex| offers you a way to accelerate existing scikit-learn code. The acceleration is achieved through :term:`patching`: replacing the stock scikit-learn algorithms with their optimized versions provided by the extension. .. rubric:: Designed for Data Scientists and Framework Designers |intelex| was created to provide data scientists with a way to get a better performance while using the familiar scikit-learn package and getting the same results. Usage ------ .. include:: usage.rst Important Links -------------------- - |intelex_repo|_ - `Machine Learning Benchmarks `_ - `About Intel(R) oneAPI Data Analytics Library `_ - `About daal4py `_ .. toctree:: :caption: About :hidden: acceleration.rst what-is-patching.rst Medium Blogs System Requirements memory-requirements.rst .. toctree:: :caption: Get Started :hidden: installation.rst quick-start.rst samples.rst kaggle.rst .. toctree:: :caption: Developer Guide :hidden: algorithms.rst global-patching.rst verbose.rst distributed-mode.rst oneAPI and GPU support .. toctree:: :caption: Community :hidden: support.rst