Estimating Local SNAP Eligibility using Monte-Carlo Methods
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Updated
Jan 12, 2018 - Python
Estimating Local SNAP Eligibility using Monte-Carlo Methods
Diffusion Quantum Monte Carlo With Gaussian Guiding Wave Functions
A library which trains the Fermionic Neural Network to find the ground state wave functions of an atom or a molecule using neural network quantum states.
Optimization of Stochastic Differential Equation Solver for Particle Data Set Generation using Fast Point Cloud Diffusion (FPCD) model.
This is the repository for the EDAN95 - Tillämpad maskininlärning (Applied Machine Learning) course given at Lunds Tekniska Högskola (LTH) during the Fall 2019 term.
CERN ROOT codes used to develop the images and graphs in the article on my blog: http://muonray.blogspot.com/2014/09/particle-physics-software-and-financial.html
Various algorithms, without explanation of their work
Section 11 of tentative book on Markov chains, with application of Monte Carlo Markov chain methods to the Ising model, image reconstruction with Gibbs sampling, and Bayesian hierarchical statistical models.
Example of Monte Carlo method usage to get probability of ship traversing minefield.
A Monte Carlo ray tracer, implemented from scratch using C++.
PHY407 Computational Physics
Example of an inverse problem where the aim is to reconstruct the parameters of an unknown number of weighted Gaussian function
ROS package that implements Monte Carlo Localization
Ising simulation in 2D and critical exponents using Monte Carlo methods
almond heil's project for the 2021 Institute for Computing in Research. Licensed under the GNU General Public License 3.0.
Estimates the value of Pi using the Monte Carlo method
The inspections on some important literatures, mainly including codes.
A reinforcement learning framework for the game of Nim.
An archive of programming assignments and my solutions for the Advanced Numerical Techniques lab in during the last semester of MSc. (2021) Physics at Delhi University.
Use Monte-Carlo (MC) Methods and Temporal Difference (TD) Learning on couple of games and toy problems.
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