A from-scratch implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch, with an ablation study comparing linear, cosine, and sigmoid noise ...
## Purpose: Predicts server failure likelihood in the next 24 hours using Azure OpenAI's gpt-4o-mini model. ## Prerequisites: Python 3.7+, openai, pandas, numpy; Azure OpenAI resource with gpt-4o-mini ...