Combines power of torch, numerical methods to conquer and solve ALL {O,P}DEs

Overview

torch_DE_solver

Combines power of torch, numerical methods and math overall to conquer and solve ALL {O,P}DEs

There are three examples to provide a little insight to an operator form

  • example_wave.py - Wave equation
  • example_KdV.py - Korteweg- de Vries equation
  • example_ODE.py - Legendre polynomial generator equation
You might also like...
mrcal is a generic toolkit to solve calibration and SFM-like problems originating at NASA/JPL

mrcal is a generic toolkit to solve calibration and SFM-like problems originating at NASA/JPL. Functionality related to these problems is exposed as a set of C and Python libraries and some commandline tools.

This repository requires you to solve a problem by writing some basic python code.

Can You Solve a Problem? A beginner friendly repository that requires you to solve familiar problems with python. This could be as simple as implement

The presented desktop application was made to solve 1d schrodinger eqation
The presented desktop application was made to solve 1d schrodinger eqation

schrodinger_equation_1d_solver The presented desktop application was made to solve 1d schrodinger eqation. It implements Numerov's algorithm (step by

Wordler - A program to support you to solve the wordle puzzles

solve wordle (https://www.powerlanguage.co.uk/wordle) A program to support you t

Eatlocal - This package helps users solve PyBites code challenges on their local machine

eatlocal This package helps the user solve Pybites code challenges locally. Inst

A slapdash script to solve Wordle or Absurdle automatically

A slapdash script to solve Wordle or Absurdle automatically

Two predictive attributes (Speed and Angle) and one attribute target (Power)

Two predictive attributes (Speed and Angle) and one attribute target (Power). A container crane has the function of transporting containers from one point to another point. The difficulty of this task lies in the fact that the container is connected to the bridge crane by cables causing an opening angle while the container is being transported, interfering with the operation at high speeds due to oscillation that occurs at the end point, which could cause accidents.

Custom component to calculate estimated power consumption of lights and other appliances
Custom component to calculate estimated power consumption of lights and other appliances

Custom component to calculate estimated power consumption of lights and other appliances. Provides easy configuration to get virtual power consumption sensors in Home Assistant for all your devices which don't have a build in power meter.

Stopmagic gives you the power of creating amazing Stop Motion animations faster and easier than ever before.
Stopmagic gives you the power of creating amazing Stop Motion animations faster and easier than ever before.

Stopmagic gives you the power of creating amazing Stop Motion animations faster and easier than ever before. This project is maintained by Aldrin Mathew.

Comments
  • Examples revisiting

    Examples revisiting

    После конфига нужно будет пройтись по всем примерам - они сделаны неоднородно и без конфига. Старые примеры уберём в Examples\old - они (пока что) должны работать (в отличии от нас), но поддерживать их больше не будем. Всё переписываем под конфиги.

    opened by SuperSashka 1
  • Weak_form for O/P differential equation/sytem.

    Weak_form for O/P differential equation/sytem.

    1. Method weak_loss is added in Solution class.
    2. New examples with weak form are created.
    3. Solution print is fixed for system
    4. weak_form parameter is added in Solver class for weak loss eval-n
    opened by aminevdom 0
  • System solution

    System solution

    SOD problem is solved by point_sort_shift solver and nn_autograd_optimizer.

    1. Input_preprocessing file: operator_prepare is changed, it determines what type of problem we have (1eqn or system)
    2. Solver file: print_solution_autograd is added as ordinary print_solution doesn't work with autograd solver. Plotting 3 graphs is added in print solution function (irrationally).
    3. Cache: variables number determination is changed for system term
    4. Metrics: point_sort_shift_loss is changed for system term and autograd method is fixed for system term too
    opened by aminevdom 0
  • Autograd + expamles revisiting

    Autograd + expamles revisiting

    I add the torch.autograd functional, such that the pytorch models are differentiated with AD. Also all examples are updated and should be working using any IDE.

    opened by SuperSashka 0
Releases(v.0.0.1)
Owner
Natural Systems Simulation Lab
Natural Systems Simulation Lab in ITMO University
Natural Systems Simulation Lab
ticguide: quick + painless TESS observing information

ticguide: quick + painless TESS observing information Complementary to the TESS observing tool tvguide (see also WTV), which tells you if your target

Ashley Chontos 5 Nov 05, 2022
Free components that wrap up Python into Delphi and Lazarus (FPC)

Python for Delphi (P4D) is a set of free components that wrap up the Python DLL into Delphi and Lazarus (FPC). They let you easily execute Python scri

747 Jan 02, 2023
LibreMind is a free meditation app made in under 24 hours. It has various meditation, breathwork, and visualization exercises.

libreMind Meditation exercises What is it? LibreMind is a free meditation app made in under 24 hours. It has various meditation, breathwork, and visua

1 May 24, 2022
Zapiski za ure o C++-u

cpp-notes Zapiski o C++-u. Objavljena verzija je na https://e6.ijs.si/~jslak/c++/ Generating the notes The setup assumes you are working in a Linux en

Jure Slak 1 Jan 05, 2022
🍬️🦇️ Open source Trick or Treat! 🦇️🍬️

Open Source Halloween! What's an easy way to have fun, and celebrate an open source Halloween? Open source trick or treating, of course! The repositor

Research Software Engineers 3 Oct 18, 2021
0CD - BinaryNinja plugin to introduce some quality of life utilities for obsessive compulsive CTF enthusiasts

0CD Author: b0bb Quality of life utilities for obsessive compulsive CTF enthusia

12 Sep 14, 2022
E-Paper display loop with plugins

PaperPi V3 NOTE This version of PaperPi is under heavy development and is not ready for the average user. We are working on adding more screen compati

Aaron Ciuffo 34 Dec 30, 2022
Senior Comprehensive Project For Python

Senior Comprehensive Project Author: Grey Hutchinson My project, which I nicknamed “Murmur”, was to create a research tool that would use neural netwo

1 May 29, 2022
Aggressor script that gets the latest commands from CobaltStrikes web site and creates an aggressor script based on tool options.

opsec-aggressor Aggressor script that gets the latest commands from CobaltStrikes opsec page and creates an aggressor script based on tool options. Gr

JP 10 Nov 26, 2022
Plock : A stack based programming language

Plock : A stack based programming language

1 Oct 25, 2021
Feapder的管道扩展

FEAPDER 管道扩展 简介 此模块为feapder的pipelines扩展,感谢广大开发者对feapder的贡献 随着feapder支持的pipelines越来越多,为减少feapder的体积,特将pipelines提出,使用者可按需安装 管道 PostgreSQL 贡献者:沈瑞祥 联系方式:r

boris 9 Dec 07, 2022
Minitel 5 somewhat reverse-engineered

Minitel 5 The Minitel was a french dumb terminal with an embedded modem which had its Golden Age before the rise of Internet. Typically cubic, with an

cLx 10 Dec 28, 2022
AndroidEnv is a Python library that exposes an Android device as a Reinforcement Learning (RL) environment.

AndroidEnv is a Python library that exposes an Android device as a Reinforcement Learning (RL) environment.

DeepMind 814 Dec 26, 2022
NYCU(NCTU)-差勤-助教

NCTU-TA-fill 填寫 差勤-助教時數 有沒有覺得在差勤系統填助教時數有點浪費生命? 今天有個懶鬼浪費好多時間幫大家寫了code 只要填好的必要的資料,就可以讓電腦自動幫你完成差勤助教的時數填寫喔! https://pt-attendance.nctu.edu.tw/verify/userL

14 Dec 21, 2021
A python script that will automate the boring task of login to the captive portal again and again

A python script that will automate the boring task of login to the captive portal again and again

Rakib Hasan 2 Feb 09, 2022
An advanced pencil sketch generator

Pencilate An advanced pencil sketch generator About : An advanced pencil sketch maker made in just 12 lines of code. Yes you read it right, JUST 12 LI

MAINAK CHAUDHURI 23 Dec 17, 2022
A wrapper around the python Tkinter library for customizable and modern ui-elements in Tkinter

CustomTkinter With CustomTkinter you can create modern looking user interfaces in python with tkinter. CustomTkinter is a tkinter extension which prov

4.9k Jan 02, 2023
Template for pre-commit hooks

Pre-commit hook template This repo is a template for a pre-commit hook. Try it out by running: pre-commit try-repo https://github.com/stefsmeets/pre-c

Stef Smeets 1 Dec 09, 2021
Kunai Shitty Raider Leaked LMFAO

Kunai-Raider-Leaked Kunai Shitty Raider Leaked LMFA

5 Nov 24, 2021
This repository contains completed Python projects

My Python projects This repository contains completed Python projects: 1) Build projects Guide for building projects into executable files 2) Calculat

Igor Yunusov 8 Nov 04, 2021