The Enterprise-Grade Production-Ready Multi-Agent Framework Join our Community: https://discord.gg/DbjBMJTSWD
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Updated
Jun 18, 2024 - Python
The Enterprise-Grade Production-Ready Multi-Agent Framework Join our Community: https://discord.gg/DbjBMJTSWD
My implementation of "Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models"
The next evolution of Agents
Swarming algorithms like PSO, Ant Colony, Sakana, and more in PyTorch 😊
Deploy your autonomous agents to production grade environments with 99% Uptime Guarantee, Infinite Scalability, and self-healing.
Implementation of AutoRT: "AutoRT: Embodied Foundation Models for Large Scale Orchestration of Robotic Agents"
Implementation of the text to video model LUMIERE from the paper: "A Space-Time Diffusion Model for Video Generation" by Google Research
Simulating fish swarming behavior using the model by Iain Couzin et al.
Implementation of the "the first large-scale multimodal mixture of experts models." from the paper: "Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts"
Train a production grade GPT in less than 400 lines of code. Better than Karpathy's verison and GIGAGPT
Implementation of MoE Mamba from the paper: "MoE-Mamba: Efficient Selective State Space Models with Mixture of Experts" in Pytorch and Zeta
A python package for Guidance, navigation, and control (GNC) of Autonomous Swarms Using Random finite sets (RFS) developed by the Laboratory for Autonomy, GNC, and Estimation Research (LAGER) at the University of Alabama (UA).
Decentralized Ergodic Swarm Control ROS package
Implementation of Popular Swarm Intelligence Models
SimplifiedTransformer simplifies transformer block without affecting training. Skip connections, projection parameters, sequential sub-blocks, and normalization layers are removed. Experimental results confirm similar training speed and performance.
Pytorch Implementation of the Swarmalators algorithm from "Exotic swarming dynamics of high-dimensional swarmalators"
Generates an interface between Swarms input device and a userland Xpad device.
Robotic Swarm system using MQTT as the communication protocol over Wi-Fi, uses centralised master to monitor and group agents (robots) into the system.
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