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@mllite

MLLite

The Goal of MLLite is to make Machine Learning algorithms available to all CPUs, Programming Languages, Databases, Wearable Devices, Appliances, ...

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  1. TinyML_On_MicroControllers_Demo TinyML_On_MicroControllers_Demo Public

    Demo of a prototype using MLLite for training and deployment of Machine Learning Models on various devices and microcontrollers.

    Assembly 2 1

  2. xgboost_reproducible_randoms xgboost_reproducible_randoms Public

    Forked from dmlc/xgboost

    XGBoost Special Fork for MLLite Prototyping (2023-11)

    C++ 1

  3. scikit-learn_reproducible_randoms scikit-learn_reproducible_randoms Public

    Forked from scikit-learn/scikit-learn

    Scikit-Learn Special Fork for MLLite Prototyping (2023-09)

    Python 1

  4. sklearn2sql-demo sklearn2sql-demo Public

    Demo of an In-database processing tool for scikit-learn

    Jupyter Notebook 13 3

  5. ml2cpp ml2cpp Public

    Machine Learning Models Deployment using C++ Code Generation

    C++ 9 1

  6. presentations_slides presentations_slides Public

    Presentations , Slides

    1

Repositories

Showing 10 of 14 repositories
  • presentations_slides Public

    Presentations , Slides

    mllite/presentations_slides’s past year of commit activity
    1 0 0 0 Updated May 21, 2024
  • mllite_validation_logs Public

    Data/Output/Logs of the MLLite Validation Process : JSON output, SQL generation, Perf comparison with Legacy Models, ...

    mllite/mllite_validation_logs’s past year of commit activity
    Python 0 0 0 0 Updated Apr 8, 2024
  • sklearn2json Public

    A tool to jsonify some sklearn and xgboost models. A high level serialization that works across programming languages. Used for mllite tests.

    mllite/sklearn2json’s past year of commit activity
    Python 0 BSD-3-Clause 0 0 0 Updated Mar 27, 2024
  • TinyML_On_MicroControllers_Demo Public

    Demo of a prototype using MLLite for training and deployment of Machine Learning Models on various devices and microcontrollers.

    mllite/TinyML_On_MicroControllers_Demo’s past year of commit activity
    Assembly 2 BSD-3-Clause 1 0 0 Updated Feb 20, 2024
  • xgboost_reproducible_randoms Public Forked from dmlc/xgboost

    XGBoost Special Fork for MLLite Prototyping (2023-11)

    mllite/xgboost_reproducible_randoms’s past year of commit activity
    C++ 1 Apache-2.0 8,828 0 0 Updated Jan 21, 2024
  • scikit-learn_reproducible_randoms Public Forked from scikit-learn/scikit-learn

    Scikit-Learn Special Fork for MLLite Prototyping (2023-09)

    mllite/scikit-learn_reproducible_randoms’s past year of commit activity
    Python 1 BSD-3-Clause 25,735 0 0 Updated Jan 21, 2024
  • reproducible_random Public

    A python random number generator that can be reproduced across hardware and software platforms. Based on the C++ standard random number generator (std::mt19937) . Source only.

    mllite/reproducible_random’s past year of commit activity
    C++ 1 BSD-3-Clause 0 0 0 Updated Sep 1, 2023
  • sklearn2sql_heroku Public

    Heroku web service client for sklearn2sql

    mllite/sklearn2sql_heroku’s past year of commit activity
    Python 2 BSD-3-Clause 1 5 0 Updated Oct 26, 2022
  • sklearn2sql-demo Public

    Demo of an In-database processing tool for scikit-learn

    mllite/sklearn2sql-demo’s past year of commit activity
    Jupyter Notebook 13 3 0 0 Updated Oct 18, 2022
  • ml2cpp Public

    Machine Learning Models Deployment using C++ Code Generation

    mllite/ml2cpp’s past year of commit activity
    C++ 9 BSD-3-Clause 1 7 0 Updated Sep 6, 2022

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