Ouroboros is a C++ library to work with N dimentional tensors
Well the main reason that this library exists is for personal use in my other projects. The only reason that it is public is because some people may find it useful
- Make it easy to use
- Give the bare minimum features so that it can be easily extended(with minimal code) to meet that users need
#include <ouroboros/ouroboros.hpp>
int main(){
Ouroboros::Tensor t1=Ouroboros::CreateTensor::linspace({3,3},1.0,9.0);
std::cout<<"t2:\n"<<t1<<"\n";
Ouroboros::Tensor t2=Ouroboros::CreateTensor::linspace({3,3},9.0,1.0);
std::cout<<"t2:\n"<<t2<<"\n";
auto func=[](double x,double y)->double{
return x*y;
};
Ouroboros::Tensor t3=Ouroboros::outer<func>(t1,t2);//Outer product of 2 tensors
std::cout<<"t3:\n"<<t3<<"\n";
auto sin=[](double x)->double{
return std::sin(x);
};
t3=Ouroboros::transform<sin>(t3);//Apply sin to all elements of t3
std::cout<<"sin(t3):\n"<<t3<<"\n";
std::cout<<"t1+t2:\n"<<t1+t2<<"\n";//Element wise addition
//There's a lot more you can do with tensors, check the documentation for more information
}More examples can be found HERE
You can find the documentation and installation guide HERE
- Support block wise reduction
- Support GPU
- Improve threading(Current implimentation is not up to the mark)
- Improve template
- Create a logo
- Reduce the amount of heap allocation
- Improve it based on the feedback I recieve
Cool, you can contact me via mail. Email: saptakbhoumik@gmail.com
Great, go ahead and make the changes you want, then submit a new pull request
The Ouroboros library is licensed under the Mozilla Public License, which is attached in this repository