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Improve stability of BCE loss calculation for input probabilities close to or exactly 0 or 1 (#1280)
* Improve stability of BCE loss calculation * Standardize comment * Apply formatting with black via pre-commit * Add usage recommendation to docstring * Update python/mlx/nn/losses.py --------- Co-authored-by: Awni Hannun <awni.hannun@gmail.com>
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@@ -17,6 +17,7 @@ MLX was developed with contributions from the following individuals:
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- Brian Keene & Atila Orhon, with Argmax Inc.: Added `fast.scaled_dot_product_attention`
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- AmirHossein Razlighi: Added chaining support for some of the ops in `nn.Module`. Comparison works for non array objects in `mlx.core.array`. Exception handling for invalid operations in `mlx.core.array`.
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- Gleb Pobudzey: Added the `where` primitive, and groups in 1D and 2D convolutions.
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- Paul Paczuski: Improved stability of BCE loss calculation
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<a href="https://github.com/ml-explore/mlx/graphs/contributors">
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<img class="dark-light" src="https://contrib.rocks/image?repo=ml-explore/mlx&anon=0&columns=20&max=100&r=true" />
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