![Understanding Categorical Cross-Entropy Loss, Binary Cross-Entropy Loss, Softmax Loss, Logistic Loss, Focal Loss and all those confusing names Understanding Categorical Cross-Entropy Loss, Binary Cross-Entropy Loss, Softmax Loss, Logistic Loss, Focal Loss and all those confusing names](https://gombru.github.io/assets/cross_entropy_loss/sigmoid_CE_pipeline.png)
Understanding Categorical Cross-Entropy Loss, Binary Cross-Entropy Loss, Softmax Loss, Logistic Loss, Focal Loss and all those confusing names
![SOLVED: Show that for an example (€,y), the Softmax cross-entropy loss is: LscE(y,k) = - Yk log(yk) ≈ -yt log yk where log represents element-wise log operation. Show that the gradient of SOLVED: Show that for an example (€,y), the Softmax cross-entropy loss is: LscE(y,k) = - Yk log(yk) ≈ -yt log yk where log represents element-wise log operation. Show that the gradient of](https://cdn.numerade.com/ask_images/b5ae6408d740495788fa2d82daeca650.jpg)
SOLVED: Show that for an example (€,y), the Softmax cross-entropy loss is: LscE(y,k) = - Yk log(yk) ≈ -yt log yk where log represents element-wise log operation. Show that the gradient of
![Cross-Entropy Loss Function. A loss function used in most… | by Kiprono Elijah Koech | Towards Data Science Cross-Entropy Loss Function. A loss function used in most… | by Kiprono Elijah Koech | Towards Data Science](https://miro.medium.com/v2/resize:fit:1400/1*60s9Kiwpm-QZBh0F1NK9eg.png)
Cross-Entropy Loss Function. A loss function used in most… | by Kiprono Elijah Koech | Towards Data Science
![Convolutional Neural Networks (CNN): Softmax & Cross-Entropy - Blogs - SuperDataScience | Machine Learning | AI | Data Science Career | Analytics | Success Convolutional Neural Networks (CNN): Softmax & Cross-Entropy - Blogs - SuperDataScience | Machine Learning | AI | Data Science Career | Analytics | Success](https://sds-platform-private.s3-us-east-2.amazonaws.com/uploads/76_blog_image_4.png)
Convolutional Neural Networks (CNN): Softmax & Cross-Entropy - Blogs - SuperDataScience | Machine Learning | AI | Data Science Career | Analytics | Success
![Why Softmax not used when Cross-entropy-loss is used as loss function during Neural Network training in PyTorch? | by Shakti Wadekar | Medium Why Softmax not used when Cross-entropy-loss is used as loss function during Neural Network training in PyTorch? | by Shakti Wadekar | Medium](https://miro.medium.com/v2/resize:fit:469/1*8Kvne7teaEVoq5X78DyRMA.png)