C++ machine-learning-library Projects

Dlib

33 13,011 7.9 C++

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

Project mention: Modern Image Processing Algorithms Implementation in C | news.ycombinator.com | 2023-06-06

mlpack

4 4,797 9.9 C++

mlpack: a fast, header-only C++ machine learning library

Project mention: How much C++ is used when it comes to performing quant research? | /r/quant | 2023-07-03

Does C++ have the equivalent of Pandas or Apache Spark? Are there extensive libraries that exist/are being developed that allow you to perform operations with data? Or do people just use a combination of Python & its various libraries (NumPy etc)? If we leave aside the data bit, are there libraries that allow you to develop ML models in C++ (mlpack for instance ) faster & more efficiently compared to their Python counterparts (scikit-learn)? On a more general note, how does C++ fit into the routine of a Quant Researcher? And at what scale does an organization decide they need to start switching to other languages and spend more time developing the code ?

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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).