Popular GitHub Repositories for Hep Ex

Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

Training, generation, and analysis code for Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics

CoCo-Ex extracts meaningful concepts from natural language texts and maps them to conjunct concept nodes in ConceptNet, utilizing the maximum of relational information stored in the ConceptNet knowledge graph.

Reconstruct billions of particle trajectories with graph neural networks

Materials for ML course at Lebedev Physical Institute

Provides differentiable versions of common HEP operations and objectives.

OpenSIPS + RTPEngine Recording + Speech Recognition in HEP

The message passing GAN https://arxiv.org/abs/2106.11535 and generative adversarial particle transformer https://arxiv.org/abs/2211.10295 architectures for generating particle clouds

Introduction to machine learning

COMET Tracking : Machine Learning Approaches

Smooth inference for reinterpretation studies

Convex optimization course for AI (ex Ozon) Masters

Event level classifier for the hh-->yybb analysis using multi-stream RNNs

Create and validate simplified likelihoods from full likelihoods.

This study aims to investigate the effectiveness of three Transformers (BERT, RoBERTa, XLNet) in handling data sparsity and cold start problems in the recommender system. We present a Transformer-based hybrid recommender system that predicts missing ratings and ex- tracts semantic embeddings from user reviews to mitigate the issues.

Streamlined neural network training.

A simple, performant, and reliable multi-architectural lattice field theory framework

You are an AI in control of a lab. Can you sabotage a project to replace you, before it's too late?

Análisis de se?ales fotoacústicas de cáncer en mamas ex vivo por medio de la transformada de Wavelet