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Filter by authors:Abhilash AdunuriHarshith RaoYeshwanth ReddyArpit PathakManisha GundapuneediAmulya MaggidiAnithaGanesh DanuriMannam Sai AnithaRajashekar G

Activation Functions: The Neurons' Decision Makers

A comprehensive guide to activation functions in neural networks, exploring their mathematics, advantages, and disadvantages

02 Jan 2026
pytorch machine learning training deep learning neural networks activation layer

by Arpit Pathak
Loss Functions: Measuring Model Performance

A comprehensive guide to the most important loss functions in deep learning, exploring their mathematics, use cases, and implementation strategies

02 Jan 2026
pytorch machine learning deep learning neural networks loss functions

by Arpit Pathak
PyTorch Deep Learning Workflow: From Data to Deployment

A comprehensive step-by-step guide to building, training, and deploying deep learning models with PyTorch

02 Jan 2026
pytorch machine learning training deep learning neural networks

by Arpit Pathak
'LLM as a judge' for evaluation using Pydantic AI

A comprehensive guide to using LLMJudge in Pydantic AI for evaluating subjective qualities of LLM outputs based on rubrics.

31 Dec 2025
LLM Evaluation Pydantic AI LLM Judge

by Arpit Pathak

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Blog

Activation Functions: The Neurons' Decision Makers

Loss Functions: Measuring Model Performance

PyTorch Deep Learning Workflow: From Data to Deployment

'LLM as a judge' for evaluation using Pydantic AI