1.7 KiB
ctensor
A simple C library implementing tensors. Still in development. Currently it only utilizes the CPU to enable mathematical operations with tensors.
Structure
├── LICENSE
├── Makefile
├── README.md
├── dtype.h
├── tensor.c
├── tensor.h
├── tensorarray.c
├── tensorarray.h
├── tensoriter.c
├── tensoriter.h
└── tests
├── main.c
├── main.h
├── tensor_assert.h
├── tensor_test.c
├── tensor_test.h
├── tensoriter_test.c
└── tensoriter_test.h
dtype.h The file that defines the data type for the contents of the tensor. The default is float.
tensor.c The file that contains the main functions. This includes functions for creating, destroying, comparing, copying, mathematical operations and more.
tensor.h The header file for tensor.c containing among ohter the definition of the tensor struct.
tensorarray.c The file for array utility functions.
tensorarray.h The header file for tensorarray.c.
tensoriter.c The file for iterators over tensors and map functions.
tensoriter.h The header file for tensoriter.c.
tests The directory containing the unit tests.
TODOs
- Adding DTYPE_COPY macro
- Make elementwise operations run in parallel
- Making all functions work with random strides
- Adding a function for normalising strides
- Implementing dot product
- Implementing cross product
- Adding error codes
- Adding ability for persistently saving tensors to disk and loading them
- Adding views of tensor
- Implementing functions for transposing tensors