Andrea De Santis's starred repositories
deep-learning-from-scratch-pytorch
Deep Learning from Scratch with PyTorch
dask-tutorial
Dask tutorial
bayesian-stats-modelling-tutorial
How to do Bayesian statistical modelling using numpy and PyMC3
ML-YouTube-Courses
đź“ş Discover the latest machine learning / AI courses on YouTube.
Physics-Informed-Deep-Learning-Solid-and-Fluid-Mechanics
Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube problems and plane stress linear elasticity boundary value problems
harmonic-oscillator-pinn
Code accompanying my blog post: So, what is a physics-informed neural network?
iexfinance
Python SDK for IEX Cloud
Collatz-Conjecture
Collatz Conjecture solver and plotter
Applied-Deep-Learning
Applied Deep Learning Course
PythonFOAM
In-situ data analyses and machine learning with OpenFOAM and Python
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
tfp-tutorial
TensorFlow Probability Tutorial
awesome-machine-learning-fluid-mechanics
Curated list for ML in FM
Plot-2D-Results
Reads timestamped results file & plots variable on 2D grid & saves plot variable as timestamped image
ThirdParty-8
OpenFOAM-8 third-party library compilation scripts
OpenFOAM-dev
OpenFOAM Foundation development repository
OpenFOAM-7
OpenFOAM Foundation repository for OpenFOAM version 7
TensorFlowFoam
Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development
BasicOpenFOAMProgrammingTutorials
Introduces basic C++ concepts to beginner users of the OpenFOAM open-source CFD libraries.