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

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

Caffe: a fast open framework for deep learning.

• deep-learning
• machine-learning
• vision

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

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

FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.

• bloomberg-terminal
• finance
• financial-markets
• investment
• investment-research
• machine-learning

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

• machine-learning

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