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100-days-of-machine-learning

18335

18.335 - Introduction to Numerical Methods course

aeropython

Classical Aerodynamics of potential flow using Python and Jupyter Notebooks

amcs252

Materials for KAUST AMCS 252 students (Spring 2014)

applied-mathematics

Applied Mathematics - An introduction to Scientific Computing

arogozhnikov.github.io

Sources of 'brilliantly wrong'

assignment-bank

Contribute alternative assignments for Numerical Methods with Python

atriapace

Tools for investigation of electrophysiology models for human atrial myocytes. Code develop during the Simula Summer School 2014.

autograd

Efficiently computes derivatives of numpy code.

biomech_simlab

FEniCS tutorial for biomechanical simulations

bokeh-ajax-tutorial

Bokeh ajax tutorial for blog post

bokeh-python-visualization

A Bokeh project developed for learning and teaching Bokeh interactive plotting!

books

Source code for 200+ books, kept here for quick reference

bsplinelab

Implementation of B-Splines in Python for various geometries

cfdpython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

closure-library

Google's common JavaScript library

compphy

Assortment of code for model systems in computational physics - https://github.com/rajeshrinet/compPhy

cyclegan

Software that generates photos from paintings, turns horses into zebras, performs style transfer, and more (from UC Berkeley)

d2-parallel-package

A collection of repositories to build quickly a cluster with Trilinos, Petsc, etc. and deal.II

d2d

a modeling environment tailored to parameter estimation in dynamical systems

data-analysis

Data Science Using Python

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deal2lkit

A ToolKit library for deal.II

dealii-cdr

A set of convection-diffusion-reaction solvers built on deal.II.

deephpms

Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations

docker-files

Docker files to automatically build docker-images

dockerspawner

Spawns JupyterHub user servers in Docker containers

dpg

DPG methods implemented as shared lib add-on to NGsolve

dynare

This project has moved to https://git.dynare.org/Dynare/dynare

ebooks

Ebooks for master and PhD