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18337

18.337 - Parallel Computing and Scientific Machine Learning

2020-2-tselfisicacomputacional-1

Material de la clase de Temas Selectos de Física Computacional 1

build-basic-generative-adversarial-networks-gans-

Curso "Build Basic Generative Adversarial Networks (GANs)" de Coursera.

coding-interview-university

A complete computer science study plan to become a software engineer.

coleccion

Colección de diferentes programas en diversos lenguajes

covid-19-julia

A re-implementation of the Neherlab.org model in Julia

dl4csrc

Hitchhiker's Guide to Deep Learning for Computational Scientists

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fc-adml

jumping-into-cpp

Soluciones de Jumping into C++

learnjava

Learn Java Programming

lmu

Programas realizados para el LMU.

machine_learning_y_fisica

marburg

physics meets neural networks

mc_ejemplos

Ejemplos de simulaciones Monte Carlo con fines didácticos

mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

mongeampereflow

Continuous-time gradient flow for generative modeling and variational inference

practice_web_dev

My practice work trying to learn Web Development

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

python-machine-learning-second-edition

Python Machine Learning - Second Edition, published by Packt

pytorch-tutorial

Build your neural network easy and fast

quantummps

Variational Quantum Eigensolver with Fewer Qubits

review-solutions

Soluciones de los notebooks del artículo A high-bias, low-variance introduction to Machine Learning for physicists (Physics Reports 810 (2019) 1–124)

spinlesstv-lct-int

Efficient continuous-time quantum Monte Carlo method for spinless fermions

stat479-machine-learning-fs18

Course material for STAT 479: Machine Learning (FS 2018) at University Wisconsin-Madison

syk

syk.jl

Numerical simulation of the Sachdev-Ye-Kitaev fermion model