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
Tools I'm building in order to help my investments decisions

b3-tools Tools I'm building in order to help my investments decisions. Based in the REITs I've in my personal portifolio I ran a script that scrapy th

Rafael Cassau 2 Jan 21, 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
Project repository of Apache Airflow, deployed on Docker in Amazon EC2 via GitLab.

Airflow on Docker in EC2 + GitLab's CI/CD Personal project for simple data pipeline using Airflow. Airflow will be installed inside Docker container,

Ammar Chalifah 13 Nov 29, 2022
This is a far more in-depth and advanced version of "Write user interface to a file API Sample"

Fusion360-Write-UserInterface This is a far more in-depth and advanced version of "Write user interface to a file API Sample" from https://help.autode

4 Mar 18, 2022
A Modern Fetch Tool for Linux!

Ufetch A Modern Fetch Tool for Linux! Programming Language: Python IDE: Visual Studio Code Developed by Avishek Dutta If you get any kind of problem,

Avishek Dutta 7 Dec 12, 2021
An universal linux port of deezer, supporting both Flatpak and AppImage

Deezer for linux This repo is an UNOFFICIAL linux port of the official windows-only Deezer app. Being based on the windows app, it allows downloading

Aurélien Hamy 154 Jan 06, 2023
Contains a Jupyter Notebook for calculating remaining plants required based on field/lathhouse data.

Davis-Sunflowers-Su21 Project goals: Plants influence their reproduction and mating system in many ways. Various factors such as time of flowering, ab

1 Feb 10, 2022
Code needed for hybrid land cover change analysis for NASA IDS project

Documentation for the NASA IDS change analysis Poley 10/21/2021 Required python packages: whitebox numpy rasterio rasterio.mask os glob math itertools

Andrew Poley 2 Nov 12, 2021
Python library to interact with Move Hub / PoweredUp Hubs

Python library to interact with Move Hub / PoweredUp Hubs Move Hub is central controller block of LEGO® Boost Robotics Set. In fact, Move Hub is just

Andrey Pokhilko 499 Jan 04, 2023
Check a discord message and give it a percentage of scamminess

scamChecker Check a discord message and give it a percentage of scamminess Run the bot, and run the command !scamCheck and it will return a percentage

3 Sep 22, 2022
List of all D&D 5e monsters: WotC + popular third-party sourcebooks

Xio's Guide to Monsters If you're a DM like me, and you have multiple sources of D&D 5e monsters that include WotC as well as third-party suppliers, y

20 Jan 06, 2023
Boot.img patcher for Tolino ebook readers to enable ADB and root.

I'm not responsible for any damage to your devices by running this tool. Please note that you may loose warranty when using this, although (This is no

Aaron Dewes 9 Nov 13, 2022
With Christmas and New Year ahead, it is time for some festive coding. Here is a Christmas Card for you all!

Christmas Card With Christmas and New Year ahead, it is time for some festive coding! Here is a Christmas Card for you all! NOTE: I have not made this

CodeMaster7000 1 Dec 25, 2021
Wordle-solve - Attempting to solve wordle

Wordle Solver Run with python wordle_beater.py. This hardmode wordle solver take

Tom Lockwood 42 Oct 11, 2022
Izy - Python functions and classes that make python even easier than it is

izy Python functions and classes that make it even easier! You will wonder why t

5 Jul 04, 2022
This speeds up PyCharm's package index processes and avoids CPU & memory overloading

This speeds up PyCharm's package index processes and avoids CPU & memory overloading

1 Feb 09, 2022
Demo of using DataLoader to prevent out of memory

Demo of using DataLoader to prevent out of memory

3 Jun 25, 2022
WildHack 2021 solution by Nuclear Foxes team (public version).

WildHack 2021 Nuclear Foxes Team This repo contains our project for the Wildberries Hackathon 2021. Task 2: Searching tags Implement an algorithm of r

Sergey Zakharov 1 Apr 18, 2022
A simple weather app.

keather A simple weather app. This is currently not finished. Dependencies: yay -S python-beautifulsoup4 tk

1 Jan 09, 2022
A python package to adjust the bias of probabilistic forecasts/hindcasts using "Mean and Variance Adjustment" method.

Documentation A python package to adjust the bias of probabilistic forecasts/hindcasts using "Mean and Variance Adjustment" method. Read documentation

1 Feb 02, 2022