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18337

18.337 - Parallel Computing and Scientific Machine Learning

18s191

Course 18.S191 at MIT, fall 2020 - Introduction to computational thinking with Julia:

2d-gait-simulations

Generate torque driven 2-D gait simulations in below 5s.

3d-muscles

Materials to reproduce the results of our paper about 3D muscle modelling.

3dpredictsim

Generate 3D muscle-driven predictive simulations of human movement using direct collocation and algorithmic differentiation

abhisheknaiidu

👀

ars

An implementation of the Augmented Random Search algorithm

art-dcgan

Modified implementation of DCGAN focused on generative art. Includes pre-trained models for landscapes, nude-portraits, and others.

auto-lowerlimb-models-paper

Data (bone geometries and gait analysis data) and scripts to reproduce the results and figures of the scientific publication specified in the README file.

awesome-biomechanics

A curated, public list of resources for biomechanics and human motion analysis: datasets, processing tools, software for simulation, educational videos, lectures, etc.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-deep-learning-music

List of articles related to deep learning applied to music

awesome-jekyll-themes

A collection of awesome (gem-packaged) Jekyll themes - Add your theme!

beautifulalgorithms.jl

Concise and beautiful algorithms written in Julia

biomechanics_dataset

Information of public available data sets for biomechanics.

bmc

Notes on Scientific Computing for Biomechanics and Motor Control

body-segment-param

Repository of body segment parameter models

bone-segmentation

Source code behind the paper Fully automatic and fast segmentation of the femur bone

brax

Massively parallel rigidbody physics simulation on accelerator hardware.

btkcore

Core of the project to represent biomechanical data, file formats and data processing

capsule_net_pytorch

Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]

cnn-benchmarks

Benchmarks for popular CNN models

code-the-classics

Assets from Code the Classics

common-voice-explorer

Common Voice Dataset explorer

containers101

covid-19

COVID-19 Italia - Monitoraggio situazione

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

deep-dream-generator

#deepdream in a docker environment, to save you 8 hours of setup headaches.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"