weka511 Goto Github PK

201804

Complexity Explorer Challenge 2018 April

active-inference-tutorial-scripts

Supplementary scripts for Step-by-step active inference modelling tutorial

ai

My struggle to understand Karl Friston on Active Inference

astro

Astronomical Calculations inspired by Mike Brown's "Science of the Solar System" course

bioinformatics

Code inspired by Bioinformatics Algorithms: an Active Learning Approach.

climate

Climate models

cns

Computational Neuroscience

complexity

Code inspired by Complexity Explorer Courses

covid-19

Model COVID-19 spread

dynamics

galaxy

Implementation of the Barnes Hut algorithm to simulate the evolution of a galaxy.

getdata

Project for Getting & Cleaning Data

global

gr

General Relativity calcs and documents

kepler

Kepler's Laws and other useful astronomical stuff. It doesn't do anything directly, but the code is shared by other projects, such as leighton and climate

learn

Experiments in machine learning

leighton

Replication of model from Leighton and Murray's Behavior of Carbon Dioside and Other Volatiles on Mars.

models

Netlogo models inspired by Scott Page's course Model Thinking and by Bill Rand's Introduction to Agent-Based Modeling.

nlp

My experiments with Natural Language Processing. I've created a few programs to try out concepts.

parr_et_al_2022_actinf_textbook

Active Inference Textbook Group

pymdp

A Python implementation of active inference for Markov Decision Processes

simple-1d-cvm-demos

Demo programs to illustrate 1-D Cluster Variation Method (CVM) configuration variables and associated free energy, using Python turtles.

smac

Code I have written for course: Statistical Mechanics and Computations

tm

My notes from Theoretical Minimum Lectures

weka511.github.io

Parent for github.io projects