Differentiable Numerical Simulations of Physical Systems, Differentiable Physics
Introduction to Differentiable Physics The central goal of these methods is to use existing numerical solvers, and equip them with…
2024
kevin-tofu Profile Your PyTorch Network
It is very important to know structures of neural networks, and how many parameters the networks have in order to…
Get Filename with Directory Names or Extensions in Python
import os fpath = "./your-directory/sub-dir/fname.jpg" print(os.sep) # / basename_ext = os.path.basename(fpath) # fname.jpg basename = os.path.splitext(os.path.basename(fpath))[0] # fname extension =…
Typescript – ts-node setup
npm init --yes npm install typescript ts-node @types/node --save-dev npm install express cors npm install -D @types/express npx tsc --init
How to pass boolean from args using argparse
Incorrect Usage Below code looks natural implementation, but it is actually, does not work. Even if you pass true from…
How language model handle words that is unknown
Out-of-Vocabulary(OOV) Even if there are words that have not been used in the training of the language model, somehow the…
Note : Navier-Stokes Equation
Navier-Stokes There are many ways to represent this equation. Polite Form to represent(Looks redundant) p is the pressure, ρ is…
Note : General Solution of Homogeneous Equation
Homogeneous Equation The general form of homogeneous equation is written as If the matrix a is represented as N x…
Integrating Differential Physics into NN Training
About This article is almost copy and paste of below link. https://physicsbaseddeeplearning.org/diffphys-examples.html Comparing with straight forward Differential Physics, It seemes…
Soba Noodles
In Japan, there is a tradition of eating soba noodles on the last day of the year, as it is…