ahmadsaeed2601 Goto Github PK

18s191

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

9eqmodel_knfandlstm

ahmadsaeed2601.github.io

amath482

AMATH 482 HW, Nathan Kutz, Winter 2019.

awesome-learning-with-label-noise

A curated list of resources for Learning with Noisy Labels

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-neural-ode

A collection of resources regarding the interplay between differential equations, dynamical systems, deep learning, control and optimization.

bayesiandifferentiableprogramming

bayesiandmd

Bayesian Dynamic Mode Decomposition (Bayesian DMD)

computational-physics-and-machine-learning-reading-list

A list of papers relating Computational Physics and Machine Learning

data-science-ipython-notebooks

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.

data_driven_methods_for_fluid_dynamics

deep-learning

deep-learning-for-beginners

Code Examples of "Deep Learning for Beginners"

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

deepkoopman

neural networks to learn Koopman eigenfunctions

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deepviv

Deep Learning of Vortex Induced Vibrations

deepymod

This implementation of DeePyMoD is no longer maintained! We switched to a PyTorch based implementation: https://github.com/PhIMaL/DeePyMoD_torch

deepymod_torch

Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]

demogithubgui

dmdtools

A library of tools for computing variants of Dynamic Mode Decomposition

dominant-balance

Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)

end-to-end-time-series

This repository hosts code for my Time Series videos part of playlist here - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5cK0QRQxeJd6GrQvhAtpBK

equationfreegit

Equation-Free function toolbox for Matlab/Octave

fenics-tutorial

Source files and published documents for the FEniCS tutorial.

flatiron-school-data-science-curriculum-resources

from_fourier_to_koopman

Linear and non-linear spectral forecasting algorithms

gradient-descent

A MATLAB package for numerous gradient descent optimization methods, such as Adam and RMSProp.

hodmd

HODMD algorithm from Le Clainche & Vega, SIAM J. on Appl. Dyn. Sys. 16(2), 882-925, 2017