torch_pso
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qthequartermasterman
Particle Swarm Optimization implemented using PyTorch Optimizer API
**Describe the issue** Hello, I have a doubt about putting a loop for convergence of PSO. I read your test scripts for convergence and adapted them for my work, which...
**Is your feature request related to a problem? Please describe.** Currently, the README file is not clear about gradient-free optimization and why back-propagation isn't necessary in a gradient-free optimizer. This...
**Is your feature request related to a problem? Please describe.** Currently, the README file does not include a list of Particle swarm optimizers.
A frequent use case in training parameters is leaving some parameters fixed and changing others. Currently the only way to do that in this optimizer is to feed solely trainable...
**Is your feature request related to a problem? Please describe.** PSO algorithms are generally gradient-free, so performing back propagation and zeroing gradients should have no effect on PSO steps. We...
**Is your feature request related to a problem? Please describe.** A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] Currently, we deal with...
Probably using python semantic release https://github.com/relekang/python-semantic-release **Is your feature request related to a problem? Please describe.** A clear and concise description of what the problem is. Ex. I'm always frustrated...
**Is your feature request related to a problem? Please describe.** A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] **Describe the solution you'd...
**Is your feature request related to a problem? Please describe.** This algorithm is linear in the number of particles in a swarm. For large swarms, this makes it very slow....
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Particle Swarm Optimization implemented using PyTorch Optimizer API