Akin Wilson's Projects
Kivy is a framework for building mobile applications in Python. This repository illustrates some of the basic aspects of app development such as events, labels and layouts. Finally, a simply calculator is produced in Kivy and complied to work for android.
The notebook exemplifies using Bayesian inference to analyse the risk associated to loss functions, used to train machine learning algorithms. By assuming the non-trainable parameters of a model are themselves random variables (with prior and posterior distributions), we may quantify the expected loss (a.k.a risk) of choosing our parameter to estimate the true parameter.
Define and run multi-container applications with Docker
Simulation: Monte-Carlo Markov Chain Sampling of Hopfield model
Non-negative Matrix Factorization
The repository contains the implementation of transfer learning, continuous and discrete CCNs for lane navigation of a SunFounder PiCar.
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.