Projects
This section contains projects created and contributed to by Eddie. Everything listed is an open source effort, the distinction is only my role as owner or contributor.
Research Projects
Not applicable
Other Projects
Research Projects
Study of the Algorithmic Topology of String-Averaging for Stochastic Gradient Methods with Applications to Supervised Machine Learning in Deep Neural Networks (2023-2024)
During this project, I proved the convergence of a variant of the ADAM optimization algorithm (called ADAMSA) under some assumptions.
Discrete Differential Geometry from a Singularity Theory view point (2022- 2023)
During this project, I successfully created singularity theory concepts for discrete plane curves and showed that analogous results from the 'smooth world' also hold in the 'discrete world'.
Other Projects
A collection of efforts to which I contributed, but did not create. Contributing back to Open Source projects is a strong passion of mine, and requires a considerate approach to learn norms, standards and approach for each community for a successful merge!