convex-optimization topic
Optimization
A set of lightweight header-only template functions implementing commonly-used optimization methods on Riemannian manifolds and convex spaces.
StructuredOptimization.jl
Structured optimization in Julia
liboptpy
Implementation of various optimization methods
optimization-fivt
Lectures on optimization methods
Joint-User-Association-and-In-band-Backhaul-Scheduling-and-in-5G-mmWave-Networks
Matlab Simulation for T. K. Vu, M. Bennis, S. Samarakoon, M. Debbah and M. Latva-aho, "Joint In-Band Backhauling and Interference Mitigation in 5G Heterogeneous Networks," European Wireless 2016; 22th...
QP_IK_solver
Quadratic program based Inverse kinematic solver for mutli-robotic arms with respect to the kinematic and self-collision avoidance constraints
Deep-Learning-Optimization-Algorithms
Visualization of various deep learning optimization algorithms using PyTorch automatic differentiation and optimizers.
info-retrieval
Information Retrieval in High Dimensional Data (class deliverables)
pydata-london-2018
Slides and notebooks for my tutorial at PyData London 2018
convex-optimization-class
APPM 5630 at CU Boulder