akinolawilson Goto Github PK

androidapp

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.

bayesian_point_estimates_loss_function_design

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.

compose

Define and run multi-container applications with Docker

foreign-exchange-rate-predicition

mlis2

monte-carlo-markov-chain-simulation

Simulation: Monte-Carlo Markov Chain Sampling of Hopfield model

natural-language-processing-lr-lstm-and-gb

non-negative-matrix-factorization

Non-negative Matrix Factorization

picar-autonomous-lane-navigation

The repository contains the implementation of transfer learning, continuous and discrete CCNs for lane navigation of a SunFounder PiCar.

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

reinforcement-learning-in-blackjack