Discover oneapi-src/data-streaming-anomaly-detection Open Source

This repository has been archived on 08/Apr/2024
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oneapi-src

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AI Starter Kit for Data Streaming Anomaly Detection using Intel® Optimized Tensorflow*

oneTBB

oneAPI Threading Building Blocks (oneTBB)

C++

5,603

oneDNN

oneAPI Deep Neural Network Library (oneDNN)

C++

3,576

oneAPI-samples

Samples for Intel® oneAPI Toolkits

C++

922

oneDPL

oneAPI DPC++ Library (oneDPL) https://software.intel.com/content/www/us/en/develop/tools/oneapi/components/dpc-library.html

C++

720

oneDAL

oneAPI Data Analytics Library (oneDAL)

C++

607

oneMKL

oneAPI Math Kernel Library (oneMKL) Interfaces

SYCLomatic

level-zero

oneAPI Level Zero Specification Headers and Loader

C++

210

oneCCL

oneAPI Collective Communications Library (oneCCL)

C++

188

oneVPL

oneAPI Video Processing Library (oneVPL) dispatcher, tools, and examples

C++

173

oneAPI-spec

oneAPI Specification source files

Python

165

oneapi-ci

Sample configuration files for using oneAPI in CI systems

Shell

oneVPL-intel-gpu

C++

oneAPI-tab

oneAPI Technical Advisory Board (TAB) Meeting Notes

distributed-ranges

Distributed ranges is a generalization of C++ ranges for distributed data structures.

C++

level-zero-tests

oneAPI Level Zero Conformance & Performance test content

C++

Velocity-Bench

C++

unified-runtime

C++

unified-memory-framework

A library for constructing allocators and memory pools. It also contains broadly useful abstractions and utilities for memory management. UMF allows users to manage multiple memory pools characterized by different attributes, allowing certain allocation types to be isolated from others and allocated using different hardware resources as required.

oneVPL-cpu

oneAPI Video Processing Library (oneVPL) CPU implementation. This GitHub repository is no longer active. See ReadMe for more information.

C++

level-zero-spec

Python

ishmem

Intel® SHMEM - Device initiated shared memory based communication library

C++

drone-navigation-inspection

AI Starter Kit for AI applications in Drone technology using Intel® Optimized Tensorflow*

Python

predictive-asset-health-analytics

AI Starter Kit for Predictive Asset Maintenance using Intel® optimized version of XGBoost

HTML

SYCLomatic-test

LLVM

text-data-generation

AI Starter Kit for AI Unstructured Synthetic Data Generation using Intel® Extension for Pytorch

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traffic-camera-object-detection

AI Starter Kit for traffic camera object detection using Intel® Extension for Pytorch

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invoice-to-cash-automation

Ai starter kit for trade promotion and claim documents categorization using pytorch* and Tensorflow*

Python

demand-forecasting

AI Starter Kit for demand forecasting using Intel® Optimized Tensorflow*

Python

disease-prediction

AI Starter Kit for the implementation of AI-based NLP Disease Prediction system using Intel® Extension for PyTorch* and Intel® Neural Compressor

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computational-fluid-dynamics

AI Starter Kit for fluid Flow Profiling using Intel® Optimized Tensorflow*

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historical-assets-document-process

AI Starter Kit for Historical Assets document processing using Intel® Extension for Pytorch

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network-intrusion-detection

AI Starter Kit for Network Intrusion Detection using Intel® Extension for Scikit-learn*

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ai-transcribe

AI Starter Kit for the implementation of an AI transcribe system using Intel® Extension for PyTorch*

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structural-damage-assessment

AI Starter Kit for applications in Satellite Image processing using Intel® Extension for Pytorch

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digital-twin

AI Starter Kit to build a MOSFET Digital Twin for Design Exploration using Intel® optimized version of XGBoost

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medical-imaging-diagnostics

AI Starter Kit for image-based abnormalities for different diseases classification using Intel® Optimized Tensorflow*

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visual-quality-inspection

AI Starter Kit for Quality Visual Inspection using Intel® Extension for Pytorch

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customer-chatbot

AI Starter Kit for Customer Chatbot using Intel® Extension for Pytorch

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distributed-ranges-tutorial

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purchase-prediction

AI Starter Kit for Purchase Prediction model using Intel® Extension for Scikit-learn*

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customer-segmentation

AI Starter Kit for Customer Segmentation for Online Retail using Intel® Extension for Scikit-learn*

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powerline-fault-detection

AI Starter Kit for detect faulty signals in power line voltage using Intel® Extension for Scikit-learn*

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image-data-generation

AI Starter Kit for Synthetic Image Generation using Intel® Optimized Tensorflow*

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intelligent-indexing

AI Starter Kit for Intelligent Indexing of Incoming Correspondence using Intel® Extension for Scikit-learn*

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unified-runtime-spec

visual-process-discovery

AI Starter Kit for Visual Process Discovery using Intel® Extension for Pytorch

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vertical-search-engine

AI Starter Kit for Semantic Vertical Search Engines using Intel® Extension for Pytorch

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document-automation

AI Starter Kit for Named Entity Recognition using Intel® Optimized Tensorflow (version 2.9.0 with oneDNN)

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ai-structured-data-generation

AI Starter Kit to generate structured synthetic data using Intel® Distribution of Modin

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voice-data-generation

AI Starter Kit for Synthetic Voice and Audio Generation using Intel® Extension for Pytorch

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order-to-delivery-time-forecasting

AI Starter Kit of a delivery time forecasting solution using Intel® optimized version of XGBoost

product-recommendations

AI Starter Kit for product recommendation system using Intel® Extension for Scikit-learn*

Jupyter Notebook

customer-churn-prediction

AI Starter Kit for customer churn prediction using Intel® Extension for Scikit-learn*

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credit-card-fraud-detection

AI Starter Kit for Credit Card Fraud Detection model using Intel® Extension for Scikit-learn*

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loan-default-risk-prediction

AI Starter Kit to predict probability of a loan default from client using Intel® optimized version of XGBoost

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ai-data-protection

AI Starter Kit for Personal Identifiable Information Anonymization using Intel® Extension for Pytorch

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engineering-design-optimization

AI Starter Kit for Engineering Design Optimization using Intel® Extension for Pytorch

Python

oneapi-src/data-streaming-anomaly-detection

oneapi-src

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