Karan Shah's repositories
TDSE_PINN_Kiel
Notebook for TDSE PINN demonstration
STEMExpoCode
Code for STEM Ed Expo
TiamathsPool
Predicting Chaos using Reservoir Computing
backupscripts
Scripts to backup my data
mlforca
Machine Learning to help understand different classes of Cellular Automata behavior
cheshire
Solve the Schrodinger equation for a variety of 1D and 2D potentials.
cx4230RandomNumberGenerators
Random Number Generators from CX4230 Project 2
darknet
Convolutional Neural Networks
dotfiles
:wrench: .files, including ~/.macos — sensible hacker defaults for macOS
DSECOP
This repository contains data science educational materials developed by DSECOP Fellows.
EchoTorch
A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.
HelicopterSciML.jl
Helicopter Scientific Machine Learning (SciML) Challenge Problem
homebridge-nodemcu-relay
Control a relay with Apple HomeKit
horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
hugosite
Hugo source for my website
latex-css
LaTeX.css is a CSS library that makes your website look like a LaTeX document
latexcss
Nearly Classless CSS file to give html a latex-like look
magic_paper
Experiments in an explorable visual medium for mathematics
mala
Materials Learning Algorithms. A framework for machine learning materials properties from first-principles data.
minterpy
Minterpy - Multidimensional interpolation in Python.
NeuralSolvers
Neural network based solvers for partial differential equations and inverse problems :milky_way:. Implementation of physics-informed neural networks in pytorch.
object-detection-opencv
YOLO Object detection with OpenCV and Python.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-practice
Some example scripts on pytorch