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