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Yashwanth's starred repositories

udlbook

Understanding Deep Learning - Simon J.D. Prince

Language:Jupyter NotebookNOASSERTION6147 91 180

handcalcs

Python library for converting Python calculations into rendered latex.

Language:CSSApache-2.05600 88 185

FluidX3D

The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs via OpenCL. Free for non-commercial use.

Language:C++NOASSERTION3836 49 174

PythonNumericalDemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

Language:Jupyter NotebookMIT1398 64 9

pyclustering

pyclustering is a Python, C++ data mining library.

Language:PythonBSD-3-Clause1166 41 660

databook_python

IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz

Language:Jupyter Notebook811 280

sparselizard

C++ FEM library | user-friendly | multi-physics | hp-adaptive | HPC

Language:C++NOASSERTION332 37 30

universal_differential_equations

Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high performance SciML

Language:JuliaMIT220 18 22

Navier-Stokes-Numerical-Solution-Using-FDM-FVM-LBM-Solver-Python-Scripting

Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Function, 2D Heat Conduction Convection equation with Dirichlet & Neumann BC, full Navier-Stokes Equation coupled with Poisson equation for Cavity and Channel flow in 2D using Finite Difference Method & Finite Volume Method.

Language:Python187 9 1

lbm

A simple full-python 2D lattice-boltzmann code

Language:PythonMIT153 6 9

kuramoto

Python implementation of the Kuramoto model

Language:PythonGPL-3.0123 5 10

pyJHTDB

Python wrapper for the Johns Hopkins turbulence database library

Language:CApache-2.097 21 38

Three-Body-Problem-Gravitational-System

A python code to calculate planetary orbits in a three-body gravitational system. The code can demonstrate how one planet affects the orbit of another planet. As an example, Earth, Jupiter, Sun system is analyzed.

Language:Jupyter NotebookMIT70 3 1

control-engineering-with-python

Control Engineering with Python

Language:JavaScriptCC-BY-4.065 5 52

aerospace

All of my aerospace toolboxes include aircraft and spacecraft sims

Language:MATLAB51 5 2

bldc-sim

A simulator written in python with some basic diagramming functions for BLDC motor control analysis

Language:PythonMIT42 8 1

frccontrol

Provides SciPy wrappers that ease development of state-space models for the FIRST Robotics Competition.

Language:PythonBSD-3-Clause31 50

Astro.IQ

Machine Learning + Spacecraft Trajectory Optimisation

Language:Jupyter NotebookMIT28 10 2

Robot_Control

Robot Control using PID Controller and Kalman Filter

Language:MATLAB19 20

Lid-Driven-Flow-CFD-Simulation

Python code for solving Napier Stokes equation using finite volume method in the scenario of Lid driven flow. The quasi Rhie Chow algorithm has been implemented to arrive at the solution.

Language:Python19 20

autoencoder_demo

Autoencoder Demo for Fresh Machine Learning #5

Language:Python18 1 2

PID-Controller-Python

How to implement a PID Controller in Python

Language:PythonMIT11 20

The-Kuramoto-Model-of-Social-Interactions

This is a python implementation of Kuramoto model with adaptive rewiring. Adaptive rewiring is meant to simulate the ebb and flow of social interactions.

Language:Jupyter Notebook6 10

ideal_gas