Pinned Repositories
0x4249.github.io
dolphin-env-api
Dolphin emulator Python wrapper for ML research
EnKSGD
Julia code for running the numerical experiments in the paper "EnKSGD: A Class of Preconditioned Black Box Optimization and Inversion Algorithms" by Brian Irwin and Sebastian Reich.
LMBGE
Julia code for running the numerical experiment in Subsection 4.6.2 of Brian Irwin's PhD thesis.
NNAIF
Python code for running the numerical experiments in the paper "Neural Network Accelerated Implicit Filtering: Integrating Neural Network Surrogates With Provably Convergent Derivative Free Optimization Methods" by Brian Irwin, Eldad Haber, Raviv Gal, and Avi Ziv.
Secant-Penalized-BFGS
Julia code for running the numerical experiments in the paper "Secant Penalized BFGS: A Noise Robust Quasi-Newton Method Via Penalizing The Secant Condition" by Brian Irwin and Eldad Haber.
dolphin-env-api
Dolphin emulator Python wrapper for ML research
spsa_demo
CPSC 540
0x4249's Repositories
0x4249/NNAIF
Python code for running the numerical experiments in the paper "Neural Network Accelerated Implicit Filtering: Integrating Neural Network Surrogates With Provably Convergent Derivative Free Optimization Methods" by Brian Irwin, Eldad Haber, Raviv Gal, and Avi Ziv.
0x4249/Secant-Penalized-BFGS
Julia code for running the numerical experiments in the paper "Secant Penalized BFGS: A Noise Robust Quasi-Newton Method Via Penalizing The Secant Condition" by Brian Irwin and Eldad Haber.
0x4249/0x4249.github.io
0x4249/dolphin-env-api
Dolphin emulator Python wrapper for ML research
0x4249/EnKSGD
Julia code for running the numerical experiments in the paper "EnKSGD: A Class of Preconditioned Black Box Optimization and Inversion Algorithms" by Brian Irwin and Sebastian Reich.
0x4249/LMBGE
Julia code for running the numerical experiment in Subsection 4.6.2 of Brian Irwin's PhD thesis.