kyle-lewis Goto Github PK

cheap-ir

Tools and experiments with compression methods for information retrieval models.

cudafluiddynamics

A CUDA powered Fluid Dynamics simulations utilizing a lattice solution to the Navier-Stokes equations

cudagalaxies

A CUDA powered n-body simulation to model Disk-Bulge-Halo galaxies based on the Kiujiken and Dubinski paper.

cudasoftmax

Implementation of the Softmax regression algorithm using CUDA and generating visualizations.

cudavariationalmontecarloqm

A Variational Monte Carlo for solving QM ground state distributions. Implemented in CUDA with accompanying visualization code.

hobbes1.github.io

Home page for my projects

kyle-lewis.github.io

A home page for project descriptions, proofs, and visualizations.

machinelearningprojects

A collection of machine learning projects, at the moment implementing the theory discussed in Andrew Ng's Stanford lectures.

naivebayestweets

Applying Naive Bayes classification to twitter datasets, namely the Russian bot dataset provided by 538.

pcbs

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

prophet-1

Financial markets analysis framework for programmers

pru

PRU code generation for beaglebone black, for initializing single tone and frequency sweeps on Analog Devices boards

restrictedgalaxies

Integrating restricted galaxy collisions using a leapfrog algorithm.

syntax-path2vec