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Vitis Data Analytics Library
2021.1

Library Overview

  • Vitis Data Analytics Library
  • Release Note
  • Requirements
  • Design Flows

L1 User Guide

  • L1 Module User Guide
    • Hardware Classes
    • Hardware Functions in xf::data_analytics::classification
    • Hardware Functions in xf::data_analytics::clustering
    • Hardware Functions in xf::data_analytics::regression
    • Hardware Functions in xf::data_analytics::text
    • Hardware Functions in xf::data_analytics::dataframe
    • Software C Functions
    • Design Internals
      • Decision Tree (Predict)
      • K-Means (Predict)
      • Linear Regression (Predict)
      • Logistic Regression (Predict)
      • Multinomial Naive Bayes
      • Internals of svm_predict
      • Regular Expression Virtual Machine (regex-VM)
      • WriteToDataFrame
      • ReadFromDataframe

L2 User Guide

  • L2 Kernel User Guide

L3 User Guide

  • L3 Overlay User Guide

Benchmark Result

  • Benchmark

Versions

Vitis Data Analytics Library
  • »
  • L1 Module User Guide »
  • Design Internals

Design InternalsΒΆ

The profiling in this documentation is based on U250, and the tool version is Vitis-2020.1.

  • Decision Tree (Predict)
  • K-Means (Predict)
  • Linear Regression (Predict)
  • Logistic Regression (Predict)
  • Multinomial Naive Bayes
  • Internals of svm_predict
  • Regular Expression Virtual Machine (regex-VM)
  • WriteToDataFrame
  • ReadFromDataframe
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