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The Gaussian Mixture Probability Hypothesis Density filter, GMPHD python implementation
"Probabilistic Machine Learning" - a book series by Kevin Murphy
An open-source remote desktop application designed for self-hosting, as an alternative to TeamViewer.
Code at the speed of thought – Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.
Code for "Context-aware Communication for Multi-agent Reinforcement Learning"
Factor Graph Neural Network
Official code repo for the MARL book (www.marl-book.com)
A curated list of awesome edge computing, including Frameworks, Simulators, Tools, etc.
The algorithm solves the DC state estimation problem in electric power systems using the Gaussian belief propagation over factor graphs.
[CVPR 2024 Highlight🔥] Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding
GTSAM is a library of C++ classes that implement smoothing and mapping (SAM) in robotics and vision, using factor graphs and Bayes networks as the underlying computing paradigm rather than sparse m…
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs o…
Experiments for distributed optimization algorithms
D2D communication as a multi-agents system, and power control is achieved by maximizing system capacity while maintaining the requirement of quality of service(QoS) from cellular users.
Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II
The source code of the paper "5G MIMO-CSI: a data generator configuring to 5G NR channel standard and its application" is provided in the warehouse, and the data generator can be downloaded for fre…
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
Recent papers and projects in multitask Learning and their applications in LLMs
2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.
A list of multi-task learning papers and projects.
A PyTorch implementation of the Transformer model in "Attention is All You Need".
😎 Awesome lists about all kinds of interesting topics
