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32 stars written in C++
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An Open Source Machine Learning Framework for Everyone

C++ 186,904 74,378 Updated Dec 21, 2024

LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.

C++ 36,805 7,879 Updated Aug 23, 2024

A library for efficient similarity search and clustering of dense vectors.

C++ 32,028 3,678 Updated Dec 20, 2024

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

C++ 26,420 8,742 Updated Dec 21, 2024

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 …

C++ 16,804 3,840 Updated Dec 21, 2024

NoSQL data store using the seastar framework, compatible with Apache Cassandra

C++ 13,842 1,314 Updated Dec 20, 2024

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

C++ 13,344 1,179 Updated Jul 29, 2024

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

C++ 8,847 1,682 Updated Dec 20, 2024

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 lea…

C++ 8,498 1,925 Updated Oct 17, 2024

High performance server-side application framework

C++ 8,449 1,569 Updated Dec 17, 2024

A flexible, high-performance serving system for machine learning models

C++ 6,198 2,188 Updated Dec 12, 2024

A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search sc…

C++ 4,845 580 Updated Sep 4, 2024

Deep Scalable Sparse Tensor Network Engine (DSSTNE) is an Amazon developed library for building Deep Learning (DL) machine learning (ML) models

C++ 4,406 729 Updated Mar 2, 2020

Learning embeddings for classification, retrieval and ranking.

C++ 3,948 531 Updated Dec 4, 2022

a distributed deep learning platform

C++ 3,374 1,246 Updated Dec 8, 2024

A distributed graph deep learning framework.

C++ 2,902 558 Updated Aug 19, 2023

An Internet-Scale Database.

C++ 1,890 436 Updated Jun 5, 2024

OpenMLDB is an open-source machine learning database that provides a feature platform computing consistent features for training and inference.

C++ 1,599 322 Updated Dec 20, 2024

Library for factorization machines

C++ 1,487 414 Updated Mar 28, 2020

A global, black box optimization engine for real world metric optimization.

C++ 1,309 140 Updated Mar 24, 2023

RTBkit is an open-source software package that allows you to create and deploy a Real Time Bidder for display advertising.

C++ 1,074 406 Updated Jan 15, 2018

move forward to https://github.com/dmlc/mxnet

C++ 1,026 415 Updated Sep 29, 2015

Parallel ML System - Bosen project

C++ 962 290 Updated Jan 21, 2024

moved to https://github.com/dmlc/ps-lite

C++ 649 237 Updated Sep 8, 2015

Faster Recurrent Neural Network Language Modeling Toolkit with Noise Contrastive Estimation and Hierarchical Softmax

C++ 560 138 Updated Apr 26, 2022

Distributed training framework with parameter server

C++ 339 84 Updated Dec 9, 2016

Deprecated

C++ 338 153 Updated Mar 14, 2017
C++ 319 71 Updated Oct 24, 2024

Purified Purine.

C++ 256 71 Updated May 26, 2015
C++ 41 9 Updated Oct 24, 2023
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