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aoyang17's Projects

awesome-gnn4ts icon awesome-gnn4ts

Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759

awesome-space icon awesome-space

🛰️🚀A list of awesome space-related packages and resources maintained by The Orbital Index

cornell-moe icon cornell-moe

A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.

datasets icon datasets

Datasets for deep learning with satellite & aerial imagery

generativerl_preview icon generativerl_preview

Python library for solving reinforcement learning (RL) problems using generative models.

ipopt icon ipopt

COIN-OR Interior Point Optimizer IPOPT

pfllib icon pfllib

Personalized federated learning simulation platform with non-IID and unbalanced dataset

pygeo icon pygeo

pyGeo provides geometric design variables and constraints suitable for gradient-based optimization.

resilient_rrm_gnn icon resilient_rrm_gnn

Implementation code for the paper "Learning Resilient Radio Resource Management Policies with Graph Neural Networks" (IEEE Transactions on Signal Processing)

s.t.a.r icon s.t.a.r

Satellite Trajectory Animating & Rendering: Satellite Orbit Visualiser using Blender

score_sde_pytorch icon score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

starperf_simulator icon starperf_simulator

``Newspace'' mega-constellations, such as StarLink and OneWeb are gaining tremendous popularity, with the promising potential to provide high-capacity and low-latency communication globally. However, very little is know about the architecture and performance of such emerging systems, the workload they have to face, as well as the impact of topologi

tensegrity-statics icon tensegrity-statics

Implements the equations of static equilibrium of a tensegrity system as Ax=u. Tensions via an LP. Plots.

top icon top

Dataset of topology optimization

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