Maschinelles Lernen · GitHub

[ICCV 2023] Official PyTorch implementation of the paper "InterDiff: Generating 3D Human-Object Interactions with Physics-Informed Diffusion"

Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

SOTA Semantic Segmentation Models in PyTorch

• Medical Image Segmentation (Coming Soon)
• 15+ SOTA Backbones

Owlyshield is an EDR framework designed to safeguard vulnerable applications from potential exploitation (C&C, exfiltration and impact).

• Advanced novelty detection with autoencoders (commercial version),
• Ransomware protection in real-time on Windows using XGBoost,

Code for the ICPR 2020 paper: "CURL: Neural Curve Layers for Image Enhancement"

Two-stage deep learning pipeline: YOLOv5 face detection plus a CNN (ResNet-18 / InceptionResNetV1) for age-group and gender prediction on images, video, and webcam.

Collaborative platform for time-domain astronomy

A comprehensive library for machine learning and numerical computing. Apply Machine Learning with Rust leveraging first principles.

• Broad algorithm coverage: linear models, tree-based methods, ensembles, SVMs, neighbors, clustering, decomposition, and preprocessing.
• Strong linear algebra traits with optional ndarray integration for users who prefer array-first workflows.

3D visual probe for 3D monitoring and Digital Twinning

基于Pytorch和torchtext的自然语言处理深度学习框架。