Add hypothesis property-based testing #17
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Refactor `SparsemaxFunction` to improve modularity and add property-based testing. * **Refactor `SparsemaxFunction`** - Create `_threshold_and_support` sub-function to handle threshold and support computation logic. - Create `_compute_gradient` sub-function to handle gradient computation logic. - Move reshaping logic to sub-functions and ensure `ctx` operations are done in `forward` and `backward` only. * **Add Unit Tests** - Add unit tests for `_threshold_and_support` sub-function. - Add unit tests for `_compute_gradient` sub-function. - Add unit tests for reshaping logic sub-functions. * **Add Property-Based Tests** - Add hypothesis property-based testing for `_threshold_and_support` sub-function. - Add hypothesis property-based testing for `_compute_gradient` sub-function. --- For more details, open the [Copilot Workspace session](https://copilot-workspace.githubnext.com/DanielAvdar/activations-plus?shareId=XXXX-XXXX-XXXX-XXXX).
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Refactor
SparsemaxFunctionto improve modularity and add property-based testing.Refactor
SparsemaxFunction_threshold_and_supportsub-function to handle threshold and support computation logic._compute_gradientsub-function to handle gradient computation logic.ctxoperations are done inforwardandbackwardonly.Add Unit Tests
_threshold_and_supportsub-function._compute_gradientsub-function.Add Property-Based Tests
_threshold_and_supportsub-function._compute_gradientsub-function.For more details, open the Copilot Workspace session.