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sofia-ml alternatives and similar libraries

Based on the "Machine Learning" category.

• Caffe

  Caffe: a fast open framework for deep learning.

  

• xgboost

  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

  



• mxnet

  DISCONTINUED. Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

  

• Dlib

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

  

• Caffe2

  DISCONTINUED. A lightweight, modular, and scalable deep learning framework. [Apache2] website

• vowpal_wabbit

  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.

  

• catboost

  A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

  

• CCV

  C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library

  

• mlpack

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

  

• Porcupine  

  On-device wake word detection powered by deep learning

  

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• Minerva

  DISCONTINUED. A fast and flexible system for deep learning. [Apache2]

• RNNLIB

  RNNLIB is a recurrent neural network library for sequence learning problems. Forked from Alex Graves work http://sourceforge.net/projects/rnnl/

  

• MeTA

  A Modern C++ Data Sciences Toolkit

  

• Fido

  A lightweight C++ machine learning library for embedded electronics and robotics.

  

• Recommender

  A C library for product recommendations/suggestions using collaborative filtering (CF)

  

• NN++

  A small and easy to use neural net implementation for C++. Just download and #include!

  

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• OpenHotspot

  DISCONTINUED. OpenHotspot is a machine learning, crime analysis framework written in C++11.

• gaenari

  c++ incremental decision tree

  

* Code Quality Rankings and insights are calculated and provided by Lumnify.
They vary from L1 to L5 with "L5" being the highest.

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