Top C++ Machine learning repositories on GitHub

An Open Source Machine Learning Framework for Everyone

• tensorflow
• machine-learning
• python
• deep-learning
• deep-neural-networks
• neural-network

Tesseract Open Source OCR Engine (main repository)

• tesseract
• tesseract-ocr
• ocr
• lstm
• machine-learning
• ocr-engine

Cross-platform, customizable ML solutions for live and streaming media.

• mediapipe
• c-plus-plus
• computer-vision
• deep-learning
• android
• video-processing

Caffe: a fast open framework for deep learning.

• deep-learning
• machine-learning
• vision

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

• cpp
• algorithm
• algorithms-implemented
• data-structures
• algorithm-competitions
• interview-preparation

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

• openpose
• computer-vision
• machine-learning
• cpp
• caffe
• opencv

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

• gbdt
• gbrt
• gbm
• distributed-systems
• xgboost
• machine-learning

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

• deep-learning
• machine-learning
• neural-networks
• tensorflow
• speech-recognition
• speech-to-text

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

• paddlepaddle
• deep-learning
• scalability
• machine-learning
• neural-network
• python

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

• deep-learning
• onnx
• neural-networks
• machine-learning
• ai-framework
• hardware-acceleration

A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018.

• machine-learning
• anime4k
• vulkan
• realesrgan
• neural-networks
• super-resoluion

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

• gbdt
• gbm
• machine-learning
• data-mining
• distributed
• lightgbm

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

• cognitive-toolkit
• cntk
• deep-learning
• machine-learning
• deep-neural-networks
• neural-network

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

• mnn
• convolution
• vulkan
• embedded-devices
• winograd-algorithm
• machine-learning

Tensor library for machine learning

• automatic-differentiation
• large-language-models
• machine-learning
• tensor-algebra

A toolkit for making real world machine learning and data analysis applications in C++

• machine-learning
• deep-learning
• c-plus-plus
• python
• computer-vision
• machine-learning-library

Open3D: A Modern Library for 3D Data Processing

• mesh-processing
• computer-graphics
• opengl
• cpp
• python
• reconstruction

Turi Create simplifies the development of custom machine learning models.

• machine-learning
• deep-learning
• python

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

• deep-learning
• machine-learning
• deep-neural-networks
• ml
• distributed
• neural-network

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

• machine-learning
• decision-trees
• gradient-boosting
• gbm
• gbdt
• python

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

• deep-learning
• inference
• computer-vision
• embedded
• image-recognition
• object-detection

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

• c-plus-plus
• machine-learning
• online-learning
• contextual-bandits
• reinforcement-learning
• active-learning

Fit interpretable models. Explain blackbox machine learning.

• machine-learning
• interpretability
• gradient-boosting
• blackbox
• scikit-learn
• xai

Instant Kubernetes-Native Application Observability

• golang
• kubernetes
• ebpf
• vega
• monitoring
• gke

(CGCSTCD'2017) An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations. CGCSTCD = China Graduate Contest on Smart-city Technology and Creative Design

• computer-vision
• machine-learning
• artificial-intelligence
• plate-recognition
• unconstrained-situation
• datasets