tchotibut Goto Github PK

2016

am111_playground

annihilating_coalescing_walks

book-deep-learning-applications-with-applications-using-python

Chapterwise code available in the book

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

dukelecture2018

Set of Lecture at Duke in 2018 by Lenka Zdeborova and Florent Krzakala "Statistical Physics For Optimization and Learning"

fortran-sublime-text-syntax

Fortran syntax definition for Sublime Text editor

introtobiophysics

Introduction to Biophysics, requires one semester of calculus-based Physics.

ipython-notebooks

A collection of IPython notebooks covering various topics.

lcs-tool

Computational engine for variational Lagrangian coherent structures

matplotlib-snippets

A collection of matplotlib snippets

ml-for-physical-scientists

Special Topic in Solid: Machine Learning for Physical Scientists [2304641][Jan 2021]

mlreview_notebooks

Jupyter notebooks for "A high-bias, low-variance introduction to Machine Learning for physicists"

moshpits

a simple nbody for the moshpits project

my_python_workflow

Helping to teach the students of AC274 how to use python effectively.

omnigraffle-export

A command line utility that exports omnigraffle canvases files into various formats with a rubber support.

paysage

Unsupervised learning and generative models in python/pytorch.

poa

Codes accompanying NeurIPS 2020 paper: The route to chaos in routing games: When is price of anarchy too optimistic?

spikernn

tensorflow

Open source software library for numerical computation using data flow graphs.