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An Open Source Machine Learning Framework for Everyone
Tesseract Open Source OCR Engine (main repository)
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
C Plus Plus
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
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
Cross-platform, customizable ML solutions for live and streaming media.
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.
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）
Learn OpenCV : C++ and Python Examples
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
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.
A toolkit for making real world machine learning and data analysis applications in C++
Turi Create simplifies the development of custom machine learning models.
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Open3D: A Modern Library for 3D Data Processing
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.
Nmap - the Network Mapper. Github mirror of official SVN repository.
Interview = 简历指南 + 算法题 + 八股文 + 源码分析
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
A flexible, high-performance serving system for machine learning models
header only, dependency-free deep learning framework in C++14
An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations.
OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.
A C++ standalone library for machine learning
Instant Kubernetes-Native Application Observability
The open big data serving engine. https://vespa.ai
MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
mlpack: a fast, header-only C++ machine learning library
Tengine is a lite, high performance, modular inference engine for embedded device
Ai Job Notes
Turbopilot is an open source large-language-model based code completion engine that runs locally on CPU
cuML - RAPIDS Machine Learning Library
Rust bindings for the C++ api of PyTorch.
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
HeavyDB (formerly OmniSciDB)
MITIE: library and tools for information extraction
Awesome Robotic Tooling
Tooling for professional robotic development in C++ and Python with a touch of ROS, autonomous driving and aerospace.
The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies.
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
10x faster matrix and vector operations
The official repository for ROOT: analyzing, storing and visualizing big data, scientifically
High-performance moving least squares material point method (MLS-MPM) solver. (ACM Transactions on Graphics, SIGGRAPH 2018)
C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage
Awesome Robotics Libraries
😎 A curated list of robotics libraries and software
SLING - A natural language frame semantics parser
C++ image processing and machine learning library with using of SIMD: SSE, AVX, AVX-512, AMX for x86/x64, VMX(Altivec) and VSX(Power7) for PowerPC, NEON for ARM.
CV-CUDA™ is an open-source, GPU accelerated library for cloud-scale image processing and computer vision.
A lightweight 3D Morphable Face Model library in modern C++
A domain specific language to express machine learning workloads.
UnrealCV: Connecting Computer Vision to Unreal Engine
A distributed system for embedding-based vector retrieval
BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.
computer vision projects | 计算机视觉相关好玩的AI项目（Python、C++）
TinyML AI inference library
Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.
Collection of awesome interview references.
C++ Implementation of PyTorch Tutorials for Everyone
This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.
OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.
A high performance anime upscaler
Connecting Torch to StarCraft
General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.
A system to flag anomalous source code expressions by learning typical expressions from training data
High-performance automatic differentiation of LLVM and MLIR.
Arm NN ML Software. The code here is a read-only mirror of https://review.mlplatform.org/admin/repos/ml/armnn
Header-only library for using Keras (TensorFlow) models in C++.
Machine learning on FPGAs using HLS
A uniform interface to run deep learning models from multiple frameworks
A library created to revitalize C++ as a machine learning front end. Per aspera ad astra.
DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foundation.
A polyhedral compiler for expressing fast and portable data parallel algorithms
Generalized Random Forests
pyclustring is a Python, C++ data mining library.
AoE (AI on Edge，终端智能，边缘计算) 是一个终端侧AI集成运行时环境 (IRE)，帮助开发者提升效率。
GraphVite: A General and High-performance Graph Embedding System
PyTorch CTC Decoder bindings
Machine learning framework for both deep learning and traditional algorithms
Puffer is a free live TV streaming website and a research study at Stanford using machine learning to improve video streaming
Running Stable Diffusion on a RPI Zero 2 (or in 260MB of RAM)
Framework and Library for Distributed Online Machine Learning
gesture recognition toolkit
🏅State-of-the-art learned data structure that enables fast lookup, predecessor, range searches and updates in arrays of billions of items using orders of magnitude less space than traditional indexes
ThunderGBM: Fast GBDTs and Random Forests on GPUs
BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.
A header-only C++ library for numerical optimization --
captcha break based on opencv2, tesseract-ocr and some machine learning algorithm.
BanditPAM C++ implementation and Python package
⚡️The spatial perception framework for rapidly building smart robots and spaces
2018/2019/校招/春招/秋招/自然语言处理(NLP)/深度学习(Deep Learning)/机器学习(Machine Learning)/C/C++/Python/面试笔记，此外，还包括创建者看到的所有机器学习/深度学 除了其中 DL/ML 相关的，其他与算法岗相关的计算机知识也会记录。 但是不会包括如前端/测试/JAVA/Android等岗位中有关的问题。
OpenCV projects: Face Recognition, Machine Learning, Colormaps, Local Binary Patterns, Examples...
Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication.
A scalable inference server for models optimized with OpenVINO™
A multi-model machine learning feature embedding database
Deep Learning Library (DLL) for C++ (ANNs, CNNs, RBMs, DBNs...)
Deep Learning Wizard
Open source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
C Plus Plus Cpp11 (286,573)
C Plus Plus Cpp14 (284,589)
Python Machine Learning (14,099)
Jupyter Notebook Machine Learning (12,247)
C Plus Plus Cmake (8,649)
C Plus Plus Qt (8,492)
C Plus Plus Game (8,328)
C Plus Plus Video Game (8,255)
Machine Learning Deep (7,903)
Python C Plus Plus (6,607)
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