Levent Sagun's repositories
scholar-bib-scraper
Get bibtex from saved Google Scholar articles
hessian-for-basicDL
can calculate the Hessian matrix and/or its spectrum for simple neural nets
DS-GA1002-Fall2016
Some course materials for Statistical and Mathematical Methods
3-spin-glass-landscape
GD and SGD on the spherical 3-spin glass Hamiltonian
decision-time-universality
A small study to observe the universality in Google search query durations
DeepConvexity
Easing non-convex optimization with neural networks.
elementary-walkers
one or many walkers can interact and take various hyper-parameter values to explore a simple landscape
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Language:PythonBSD-3-Clause000
Language:Python000
pytorch_shake_shake
A PyTorch implementation of shake-shake