cunov

Simulation-Of-Complex-Systems

Code written for FFR120: Simulation of Complex Systems at Chalmers University

BotComplexity

Twitter bot that tweets when a researcher I'm interested in publishes a new paper

InformationTheory

Code written for TIF 150: Information Theory for Complex Systems at Chalmers University, 1st period 2021

Predicting-Lorenz-timeseries-with-Reservoir-Computers

ML-w-ANN

Code written for group project on timeseries prediction with traffic data in TIF 360: Advanced machine learning with neural networks at Chalmers University, SP 2 2021

Stochastic-Optimization-Algorithms

Code written for FFR105 Stochastic Optimization Algorithms at Chalmers University

Traffic-forecasting-with-spatiotemporal-convolutional-neural-networks

Short term traffic forecasting is important to both the industry and citizens. It has been handled by statistical models until recently, when Neural Network approaches has increased in popularity. In this paper we apply a Spatio-Temporal Graph Neural Network to traffic data from the I-35 between Dallas and San Antonio. The goal of the project is making short term predictions of traffic volume along the highway from lightly processed data.

Artificial-Neural-Networks

Code written for FFR135 Artificial Neural Networks at Chalmers University

Automation-Item-Selection-Tool

Complexity-Working-Group

Project proposal for applying complexity science techniques to wearables data

cunov/kognic-test

cunov/Reinforced-FB-Ad-Message-Generation

Done as part of my thesis at Chalmers University. Largely inspired by The Summary Loop.

cunov/ML-for-NLP

Code written for DAT450: Machine Learning for Natural Language Processing at Chalmers University, SP2 2021

cunov/Traffic-forecasting-with-spatiotemporal-convolutional-neural-networks

Short term traffic forecasting is important to both the industry and citizens. It has been handled by statistical models until recently, when Neural Network approaches has increased in popularity. In this paper we apply a Spatio-Temporal Graph Neural Network to traffic data from the I-35 between Dallas and San Antonio. The goal of the project is making short term predictions of traffic volume along the highway from lightly processed data.

cunov/High-Performance-Computing

Code written for HPC at Chalmers University

cunov/financial-timeseries

Code written for TMS088 Financial Timeseries at Chalmers University, March-June 2021

cunov/ML-w-ANN

Code written for group project on timeseries prediction with traffic data in TIF 360: Advanced machine learning with neural networks at Chalmers University, SP 2 2021

cunov/BotComplexity

Twitter bot that tweets when a researcher I'm interested in publishes a new paper

cunov/Predicting-Lorenz-timeseries-with-Reservoir-Computers

cunov/cunov

Config files for my GitHub profile.

cunov/InformationTheory

Code written for TIF 150: Information Theory for Complex Systems at Chalmers University, 1st period 2021

cunov/Complexity-Working-Group

Project proposal for applying complexity science techniques to wearables data

cunov/Stochastic-Optimization-Algorithms

Code written for FFR105 Stochastic Optimization Algorithms at Chalmers University

cunov/Simulation-Of-Complex-Systems

Code written for FFR120: Simulation of Complex Systems at Chalmers University

cunov/Artificial-Neural-Networks

Code written for FFR135 Artificial Neural Networks at Chalmers University

cunov/easyesn

Python library for Reservoir Computing using Echo State Networks

cunov/Crowd-Simulation

Report for my 2017 research experience at IIT Kanpur

cunov/STEM-MS-Statement-Of-Purpose

Copies of the SoPs I used to apply to graduate school

cunov/Map-Of-Complexity

Where is complex systems work being done?

cunov/Automation-Item-Selection-Tool

cunov/scholarly

Retrieve author and publication information from Google Scholar in a friendly, Pythonic way