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Name: Jan
Type: User
Bio: Deep learning for short-term weather forecasting @CognitiveModeling Also exploring evolutionary and complex living systems with machine learning
Location: Tübingen
Name: Jan
Type: User
Bio: Deep learning for short-term weather forecasting @CognitiveModeling Also exploring evolutionary and complex living systems with machine learning
Location: Tübingen
List of summer schools in machine learning + related fields across the globe
Bachelor Thesis
NEAT implementation for baldwinian learning
Co-evolution implementation of critical_evolution. Latest version of my thesis can be found in repository critical_evolution.
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 ---
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 ---
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.
Implementing different statistical and machine learning methods for analysis of genotypic and phenotypic biological data.
a Medical Genetics Sequence Analysis Pipeline
Contains python program to simulate Multiple Neighborhood Cellular Automata. Inspired by Slackermanz.
NORA summer school Tromsö Self-Supervized Learning
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.
Reinforcement Learning for real-time applications - host of the TrackMania Roborace League
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.