This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.

Sionna: An Open-Source Library for Research on Communication Systems

Simulation framework for accelerating research in Private Federated Learning

Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.

Graph Neural Network Tutorial

Comparing retrieval abilities from GPT4-Turbo and a RAG system on a toy example for various context lengths

Understanding and implementing NLP and CV libraries with ML standpoint.

A machine learning-based solution for real-time resource allocation in the cloud (Time-series forecasting)

Simulation code for “On the Optimal Performance of Distributed Cell-Free Massive MIMO with LoS Propagation” by Noor Ul Ain, Lorenzo Miretti, Slawomir Stanczak, IEEE Wireless Communications and Netw…