Amit Singh RajawatSoftmax Regression : A Mathematical UnderstandingThe Logistic Regression model can be extended to handle multiple classes directly, without the need for combining several binary…Oct 13
Igor ŠegotainTowards Data ScienceLogistic regression: FaceoffWhat do log-losses and perfectly separated data have to do with hockey sticks?May 18, 2023
Sik-Ho TsangBrief Review — Imbalanced Image Classification with Complement Cross EntropyComplement Cross Entropy (CCE) for Data Imbalance DatasetSep 22Sep 22
Marina FusterCross-Entropy Loss for Next Token Prediction in TransformersIn light of the tremendous success of transformers in the context of the Next Token Prediction task, I’ve decided to create this post to…Aug 6Aug 6
Dhruv MataniinTowards Data ScienceNT-Xent (Normalized Temperature-Scaled Cross-Entropy) Loss Explained and Implemented in PyTorchAn intuitive explanation of the NT-Xent loss with a step-by-step explanation of the operation and our implementation in PyTorchJun 13, 2023Jun 13, 2023
Amit Singh RajawatSoftmax Regression : A Mathematical UnderstandingThe Logistic Regression model can be extended to handle multiple classes directly, without the need for combining several binary…Oct 13
Igor ŠegotainTowards Data ScienceLogistic regression: FaceoffWhat do log-losses and perfectly separated data have to do with hockey sticks?May 18, 2023
Sik-Ho TsangBrief Review — Imbalanced Image Classification with Complement Cross EntropyComplement Cross Entropy (CCE) for Data Imbalance DatasetSep 22
Marina FusterCross-Entropy Loss for Next Token Prediction in TransformersIn light of the tremendous success of transformers in the context of the Next Token Prediction task, I’ve decided to create this post to…Aug 6
Dhruv MataniinTowards Data ScienceNT-Xent (Normalized Temperature-Scaled Cross-Entropy) Loss Explained and Implemented in PyTorchAn intuitive explanation of the NT-Xent loss with a step-by-step explanation of the operation and our implementation in PyTorchJun 13, 2023
lzhangstatEntropy and cross-entropyIn the realm of machine learning, entropy plays a pivotal role in understanding various loss functions. In this article, I will delve into…Apr 29
Mohammad JasirinPython in Plain EnglishUnderstanding and Implementing Logistic Regression | From ScratchA data scientist is mostly hired by firms to look closely into datasets and respond with a True or False or maybe even a Yes or No with the…Oct 25, 2023