C++ ML

Open-source C++ projects categorized as ML | Edit details

Top 7 C++ ML Projects

  • GitHub repo tensorflow

    An Open Source Machine Learning Framework for Everyone

    Project mention: Top Github repo trends in 2021 | dev.to | 2022-01-12

    No surprises here: deep learning is the most popular subcategory, with hugging face transformers repo, YOLOv5, Tensorflow and Deepmind’s Alphafold all in the mix. Surprisingly, the only proper infrastructure-ey repos on the list are Meilisearch and Clickhouse, a tad bit surprising given all the hype data infrastructure receives in VC-world, but again, probably just a question of size of end-user populations + whether data scientists spend tons of time on Github vs. Web Developers…

  • GitHub repo MNN

    MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

    Project mention: Newbie having error code of cannot build selected target abi x86 no suitable splits configured | reddit.com/r/AndroidStudio | 2021-04-12

    I found a solution on GitHub check your app's build.gradle, defaultConfig section - you need to add x86 to your ndk abiFilters ndk.abiFilters 'armeabi-v7a','arm64-v8a', 'x86' GitHub Hope it will help. You have to find that file and edit it as given here

  • SonarLint

    Deliver Cleaner and Safer Code - Right in Your IDE of Choice!. SonarLint is a free and open source IDE extension that identifies and catches bugs and vulnerabilities as you code, directly in the IDE. Install from your favorite IDE marketplace today.

  • GitHub repo serving

    A flexible, high-performance serving system for machine learning models

    Project mention: Running concurrent inference processes in Flask or should I use FastAPI? | reddit.com/r/flask | 2021-03-29

    Don't roll this yourself. Look at Tensorflow Serving: https://github.com/tensorflow/serving.

  • GitHub repo flashlight

    A C++ standalone library for machine learning (by flashlight)

    Project mention: Python. | reddit.com/r/ProgrammerHumor | 2022-01-06

    Flashlight bro, not flash. Read again

  • GitHub repo oneflow

    OneFlow is a performance-centered and open-source deep learning framework.

    Project mention: Optimization of CUDA Elementwise Template Library: Practical, Efficient, and Extensible | reddit.com/r/CUDA | 2022-01-20

    Elementwise operation refers to applying a function transformation to every element of a tensor. In deep learning, many operators can be regraded as elementwise operators, such as common activation functions (like ReLU and GELU) and ScalarMultiply (multiplying each element of a tensor by a scalar). For this elementwise operation, OneFlow(https://github.com/Oneflow-Inc/oneflow/) abstracts a CUDA template. this article will introduce the design thoughts and optimization techniques of CUDA template.

  • GitHub repo rb-libsvm

    Ruby language bindings for LIBSVM

  • GitHub repo yggdrasil-decision-forests

    A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models.

    Project mention: [P] Tree compiler that speeds up LightGBM model inference by ~30x | reddit.com/r/MachineLearning | 2021-08-23

    Have you tried to compare with Yggdrasil, the decision forest engine (c++, both training and inference) powering TensorFlow Decision Forests ?

  • OPS

    OPS - Build and Run Open Source Unikernels. Quickly and easily build and deploy open source unikernels in tens of seconds. Deploy in any language to any cloud.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2022-01-20.

C++ ML related posts

Index

What are some of the best open-source ML projects in C++? This list will help you:

Project Stars
1 tensorflow 162,156
2 MNN 6,357
3 serving 5,350
4 flashlight 4,051
5 oneflow 2,967
6 rb-libsvm 277
7 yggdrasil-decision-forests 122
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