Kolkir / Mlcpp
Licence: bsd-2-clause
Set of examples of ML approaches implemented in C++
Stars: ✭ 251
Programming Languages
cpp
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mlcpp
Set of examples of ML approaches implemented in C++ with different frameworks.
You can also consider taking a look at my book "Hands-On Machine Learning with C++" which covers also the theoretical part of algorithms and contains additional examples.
After cloning the source code please execute next commands to get all required third parties:
git submodule init
git submodule update
Each folder contains single example with own CMakeLists.txt
file.
Linear Algebra
Article | Library | CPU | GPU | Library's license |
---|---|---|---|---|
Polynomial regression | XTensor | + | BSD 3-Clause | |
Polynomial regression | MShadow | + | + | Apache License 2.0 |
Polynomial regression | Eigen | + | ? | Mozilla Public License 2.0 |
planned | Armadillo | + | + | Apache License 2.0 |
Full featured frameworks
Article | Library | CPU | GPU | Library's license |
---|---|---|---|---|
Classification | Shark-ML | + | + | LGPL |
planned | mlpack | + | BSD 3-Clause, Mozilla Public License 2, Boost Software License 1.0 | |
Classification | shogun-toolbox | + | + | BSD 3-Clause |
Classification | Dlib | + | + | Boost Software License - Version 1.0 |
Deep Learning
Article | Library | CPU | GPU | Library's license |
---|---|---|---|---|
Faster R-CNN | MXNet (sources) | + | + | Apache License 2.0 |
planned | Caffe2 (sources) | + | + | Apache License 2.0 |
Mask R-CNN | PyTorch C++ Frontend | + | + | BSD 3-Clause |
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