Top 3 C++ Data processing Projects

DALI

5 4,914 9.6 C++

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

Project mention: [D] Will data augmentations work faster on TPUs? | /r/MachineLearning | 2023-12-07

Another option is DALI https://github.com/NVIDIA/DALI For my project while training EfficientNet2, it was a game changer. But it a way harder to implement in code than TorchVision or Kornia.

docwire

1 49 9.8 C++

DocWire SDK: Award-winning modern data processing in C++20. SourceForge Community Choice & Microsoft support. AI-driven processing. Supports nearly 100 data formats, including email boxes and OCR. Boost efficiency in text extraction, web data extraction, data mining, document analysis. Offline processing is possible for security and confidentiality

Project mention: DocWire SDK: Award-winning modern data processing in C++17/20 | news.ycombinator.com | 2024-01-04

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
ZikoMatrix

1 20 8.4 C++

Arduino library for creating and manipulating matrices of arbitrary size and data type. The library provides a Matrix class that can be used to create matrices, perform basic matrix operations

Project mention: ZikoMatrix Library | /r/arduino | 2023-04-26

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).