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
Oregon State University grade distributions from Fall 2018 through Summer 2021

Oregon State University Grades Oregon State University grade distributions from Fall 2018 through Summer 2021 obtained through a Freedom Of Informatio

Melanie Gutzmann 5 May 02, 2022
Ningyu Jia(nj2459)/Mengyin Ma(mm5937) Call Analysis group project(Group 36)

Group and Section Group 36 Section 001 name and UNI Name UNI Ningyu Jia nj2459 Mengyin Ma mm5937 code explanation Parking.py (1) Calculate the rate of

1 Dec 04, 2021
Module 2's katas from Launch X's python introduction course.

Module2Katas Module 2's katas from Launch X's python introduction course. Virtual environment creation process (on Windows): Create a folder in any de

Javier Méndez 1 Feb 10, 2022
In this project we will implement AirBnB clone using console

AirBnB Clone In this project we will implement AirBnB clone using console. Usage The shell should work like this

Nandweza Allan 1 Feb 07, 2022
Automatically skip sponsor segments in YouTube videos playing on Apple TV.

iSponsorBlockTV Skip sponsor segments in YouTube videos playing on an Apple TV. This project is written in asycronous python and should be pretty quic

David 64 Dec 17, 2022
A multi purpose password managing and generating tool called Kyper.

Kyper A multi purpose password managing and generating tool called Kyper. Setup The setup for Kyper is fairly simple only involving the command python

Jan Dorian Poczekaj 1 Feb 05, 2022
📜Generate poetry with gcc diagnostics

gado (gcc awesome diagnostics orchestrator) is a wrapper of gcc that outputs its errors and warnings in a more poetic format.

Dikson Santos 19 Jun 25, 2022
Design-by-contract in Python3 with informative violation messages and inheritance

icontract icontract provides design-by-contract to Python3 with informative violation messages and inheritance. It also gives a base for a flourishing

275 Jan 02, 2023
Alternative StdLib for Nim for Python targets

Alternative StdLib for Nim for Python targets, hijacks Python StdLib for Nim

Juan Carlos 100 Jan 01, 2023
A data driven app for bicycle hiring in London(UK)

bicycle_hiring_app_deployed A data driven app for bicycle hiring in London(UK). It predicts expected number of bicycle hire in London. It asks users t

Rajarshi Roy Raju 1 Dec 10, 2021
The code submitted for the Analytics Vidhya Jobathon - February 2022

Introduction On February 11th, 2022, Analytics Vidhya conducted a 3-day hackathon in data science. The top candidates had the chance to be selected by

11 Nov 21, 2022
Python-geoarrow - Storing geometry data in Apache Arrow format

geoarrow Storing geometry data in Apache Arrow format Installation $ pip install

Joris Van den Bossche 11 Mar 03, 2022
aaencode for python,把python代码转换为颜文字

py-aaencode aaencode for python,把python代码转换为颜文字 compile.py: 将python编译成颜文字,编译结果有随机性,可以选择BPE词表压缩代码 compile_min.py: 最小化的编译器 compiled_min.txt: 编译得到的最小的com

11 Dec 30, 2021
Streamlit — The fastest way to build data apps in Python

Welcome to Streamlit 👋 The fastest way to build and share data apps. Streamlit lets you turn data scripts into sharable web apps in minutes, not week

Streamlit 22k Jan 06, 2023
一个IDA脚本,可以检测出哈希算法(无论是否魔改常数)并生成frida hook 代码。

findhash 在哈希算法上,比Findcrypt更好的检测工具,同时生成Frida hook代码。 使用方法 把findhash.xml和findhash.py扔到ida plugins目录下 ida -edit-plugin-findhash 试图解决的问题 哈希函数的初始化魔数被修改 想快速

266 Dec 29, 2022
Provide error messages for Python exceptions, even if the original message is empty

errortext is a Python package to provide error messages for Python exceptions, even if the original message is empty.

Thomas Aglassinger 0 Dec 07, 2021
Scitizen - Help scientific research for the benefit of mankind and humanity 🔬

Scitizen - Help scientific research for the benefit of mankind and humanity 🔬 Scitizen has been built from the ground up to give everyone the possibi

Pierre CORBEL 21 Mar 08, 2022
An example project which contains the Unity components necessary to complete Navigation2's SLAM tutorial with a Turtlebot3, using a custom Unity environment in place of Gazebo.

Navigation 2 SLAM Example This example provides a Unity Project and a colcon workspace that, when used together, allows a user to substitute Unity as

Unity Technologies 183 Jan 04, 2023
A prototype COG-based tile server for sparse Mars datasets

Mars tiler Mars Tiler is a prototype web application that serves tiles from cloud-optimized GeoTIFFs, with an emphasis on supporting planetary dataset

Daven Quinn 3 Mar 23, 2022
Sequence clustering and database creation using mmseqs, from local fasta files

Sequence clustering and database creation using mmseqs, from local fasta files

Ana Julia Velez Rueda 3 Oct 27, 2022