Spandyie
PhD/ Data Scientist/ Algorithm Engineer/ Rock Climber / Aspiring Alpinist
Palo Alto NetworksSan Francisco
Pinned Repositories
automatic-waffle
Genetic Algorithm library based on Mordern C++
Bayesian-Linear-Regression
In statistics, Bayesian linear regression is an approach to linear regression in which the statistical analysis is undertaken within the context of Bayesian inference. When the regression model has errors that have a normal distribution, and if a particular form of prior distribution is assumed, explicit results are available for the posterior probability distributions of the model's parameters.
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers
Deep-SHM
Structural Health Monitoring is one of the recent area which has not seen significant application of deep-neural network. The major limitation is due to unavailability of huge number of labeled data set.
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
L-Deep-Neural-Network
LambWave
Using Sparse-autoencoders on Lamb wave sensor data to predict size of the defect on concretes.
ParticleFilter
This project uses Particlefilter (Sequential Monte-Carlo Method) to estimate the remaining life of the structure based on Parish-Erdogan Law
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 ;)
Spandyie's Repositories
Spandyie/algs4
Repository for Princeton's Algorithms Class
Spandyie/congressional-districts
Historic and current US Congressional districts as GeoJSON, versioned within Git
Spandyie/deeppy
Deep learning in Python
Spandyie/GraphicalModelsPython
Spandyie/jupyter-blog
Create a blog using Jupyter and Pelican.
Spandyie/ml_class
code for my O'Reilly masterclass videos
Spandyie/Sparse-Autoencoder