Discover pkonowrocki/Neural-network Open Source project

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Python
Created about 5 years ago
Updated about 5 years ago

pkonowrocki

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Multilayer neural network framework implementation, used for classification and regression task. Can use multiple activation functions with backpropagation based on autograd library. Contains polynomial activation function for regression task.

CVRP_ACO

Capacitated Vehicle Routing Problem solved with Ant Colony Optimization

Python

Robotics-manipulation-with-contact-dynamics

Reinforcement learning, robotics simulation with agent using NAF+HER learning method. Agent's task is to fetch puck to desired position using dynamic contact.

Python

NEAT

Implementation of NEAT algorithm, based on "Evolving Neural Networks through Augmenting Topologies" by Kenneth O. Stanley and Risto Miikkulainen

bus-arrival-prediction

Python

Web-notepad--WCF--WPF--WinForms--SQLite

Simple web notepad and DB text monitor, created with SQLite, WCF services, WPF and WinForms

Container-handling-problem

Container handling problem solved using multi-agent model

Python

Fuel-system-simulator

Tool visualizing work of a system for future pilots, written in C#, thesis written in cooperation with the Warsaw Institute of Aviation and the General Electric Aviation

hopfield-network

Hopfield network with implemented hebbian ad oja learning rules.

Python

Weather-prediction

Weather prediction project. Contains comparison of data encoding methods and imputation/no imputation approach.

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pkonowrocki/Neural-network

pkonowrocki

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