• Stars
    star
    6
  • Rank 2,539,965 (Top 51 %)
  • Language
    Python
  • Created about 7 years ago
  • Updated about 4 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Collaboration on using CNNs for reading distorted letters common in CAPTCHA systems. Autumn 2017 Stanford CS229 Best Poster in Computer Vision

More Repositories

1

Rigorous-Coupled-Wave-Analysis

modules for semi-analytic fourier series solutions for Maxwell's equations. Includes transfer-matrix-method, plane-wave-expansion-method, and rigorous coupled wave analysis (RCWA).
Jupyter Notebook
114
star
2

cluster_monte_carlo

Exploration of metropolis-hastings (local) and Uli Wolff (cluster) algorithms on the Ising Model
Python
23
star
3

py-maxwell-fd3d

A functional and efficient python implementation of the 3D version of Maxwell's equations
Jupyter Notebook
22
star
4

FDFD_modules

personal set of FDFD codes used for my research. Much of this has been inspired by Yu (Jerry) Shi and Wonseok Shin
Jupyter Notebook
17
star
5

RCWA_Stochastic_Optimizer

Stochastic Optimization with rigorous-coupled-wave-analysis (RCWA)
MATLAB
14
star
6

eigenwell

finite difference based eigensolving for Maxwell's equations and photonic structures
Jupyter Notebook
13
star
7

finite_difference_domain_decomposition

implementation of finite difference frequency domain equations for Maxwell's equations and the exploration of domain decomposition, specifically Schur complements
MATLAB
13
star
8

pythonFDTD

some basic algorithms explored on the Yee Grid in FDTD
Python
10
star
9

shanks_born_series_fdfd

MATLAB
6
star
10

fdfd-armadillo

implementation of fdfd in C++
Jupyter Notebook
4
star
11

orbital_dynamics

simulating complex Newtonian dynamics with the Runge-Kutta algorithm
MATLAB
4
star
12

molecular_dynamics

exploration of MD simulations in MATLAB using the Verlet integrator
MATLAB
3
star
13

quantum_monte_carlo

implementation of determinant quantum monte carlo with some numerical enhancements for low temperature
MATLAB
2
star
14

pymatgen_materials_project_api_miner

python code to construct useful atomistic and structural features for machine learning on materials
Python
1
star
15

CS230-Deep-Learning-NLP

CS230 Project in NLP and Deep Learning for Digital News Sentiment Analysis
Python
1
star