Top 10 C++ ML Projects

tensorflow

67 170,666 10.0 C++

An Open Source Machine Learning Framework for Everyone

Project mention: With this code, how can I measure the distance in centimeters of the objects I have detected in tensorflow lite? | reddit.com/r/tensorflow | 2023-01-25
MNN

1 7,302 8.0 C++

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

Project mention: What’s New in TensorFlow 2.10? | news.ycombinator.com | 2022-09-06

There are a ton of mobile deployment options that support PyTorch+TF models. It's hard to argue TFLite is the best.
https://github.com/alibaba/MNN
InfluxDB

www.influxdata.com
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serving

8 5,745 9.0 C++

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

Project mention: Should I wait for the M2 Macbook Pro? | reddit.com/r/macbookpro | 2022-10-10

We’re looking into that solution at the moment, the issue I’m referring to is related to this https://github.com/tensorflow/serving/issues/1948 we’ll know if the plug-in approach works for our uses soon but haven’t started looking into implementing it yet
flashlight

4 4,697 9.3 C++

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

Project mention: Meta AI Open Sources Flashlight: Fast and Flexible Machine Learning Toolkit in C++ | reddit.com/r/artificial | 2022-09-12

Continue reading | Check out the paper and github link
oneflow

8 4,235 9.6 C++

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

Project mention: [P] Probably the Fastest Open Source Stable Diffusion is released | reddit.com/r/MachineLearning | 2022-12-01

Check out OneFlow on GitHub . We'd love to hear your feedback!
ML-examples

1 346 3.0 C++

Arm Machine Learning tutorials and examples (by ARM-software)

Project mention: Machine Learning on ARM | reddit.com/r/learnmachinelearning | 2022-02-11

Well there's something, https://github.com/ARM-software/ML-examples
yggdrasil-decision-forests

2 280 9.0 C++

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

Project mention: Binary image classification using random forest algorithm | reddit.com/r/embedded | 2022-11-07

However if you know cpp you can use Yggdrasil https://github.com/google/yggdrasil-decision-forests.
Sonar

www.sonarsource.com
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rb-libsvm

0 276 0.0 C++

Ruby language bindings for LIBSVM
ecole

2 258 3.9 C++

Extensible Combinatorial Optimization Learning Environments

Project mention: [D] Combinatorial optimization - what ML approaches are available and which are the most appropriate? | reddit.com/r/MachineLearning | 2022-06-19
liboai

38 27 10.0 C++

A C++17 library to access the entire OpenAI API.

Project mention: Are you interested in communicating with ChatGPT directly via API? | reddit.com/r/sysadmin | 2023-01-27

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 2023-01-27.