Popular GitHub Repositories for Cyber Risk Score

? Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

A collection of resources and papers on Diffusion Models

The code for the paper 'Heterogeneous Risk Minimization' of ICML2021.

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

:octocat: Machine Learning for Cyber Security

The Python Risk Identification Tool for generative AI (PyRIT) is an open source framework built to empower security professionals and engineers to proactively identify risks in generative AI systems.

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

BERT score for text generation

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

ProlificDreamer: High-Fidelity and Diverse Text-to-3D Generation with Variational Score Distillation (NeurIPS 2023 Spotlight)

ARCH models in Python

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

"Deep Generative Modeling": Introductory Examples

High-fidelity performance metrics for generative models in PyTorch

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]