Giter VIP home page Giter VIP logo

Jan's Projects

awesome-mlss icon awesome-mlss

List of summer schools in machine learning + related fields across the globe

criticalcoevolution icon criticalcoevolution

Co-evolution implementation of critical_evolution. Latest version of my thesis can be found in repository critical_evolution.

criticalevolution icon criticalevolution

Various studies show that criticality is an attractor in biological evolution. Which conditions have to be fulfilled, such that criticality acts as an attractor in our neuroevolution simulation? -- Masters Thesis Project ---

cumulative_cultural_evolution icon cumulative_cultural_evolution

https://www.researchgate.net/publication/350344034_Sequence-based_model_of_cumulative_cultural_evolution Evolutionary Algorithm based on Cumulative Cultural Evolution. Uses a mix of gradient descent - individual learning - and inheritance - copying - that selection acts upon. Serves as sequene-based model of cumulative cultural evolution - Focus on investigating the roles of individual learning and copying --- from scratch ---

evolution_dynamical_regime icon evolution_dynamical_regime

Paper: https://doi.org/10.1162/isal_a_00412 Which dynamical regime is beneficial for biological systems? Agent-based evolutionary foraging game with experiments to evaluate generalizability, ability to perform complex tasks and evolvability.

integrated_bioinformatics icon integrated_bioinformatics

Implementing different statistical and machine learning methods for analysis of genotypic and phenotypic biological data.

megsap icon megsap

a Medical Genetics Sequence Analysis Pipeline

mnca icon mnca

Contains python program to simulate Multiple Neighborhood Cellular Automata. Inspired by Slackermanz.

nora icon nora

NORA summer school Tromsö Self-Supervized Learning

novelty_criticality_project icon novelty_criticality_project

In this project I want to find out how a novelty-based fitness metric influences the evolution of the agent's dynamical regime compared to a traditional objective-based fitness funtion. For this purpose the neuro-evolutionary algorithm NEAT is implemented to evolve Agents in Open-AI Gym environments.

tmrl icon tmrl

Reinforcement Learning for real-time applications - host of the TrackMania Roborace League

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.