Dumb neural networks that play connect four. Natural selection finds the best of the worst bots.
-
Updated
Jan 5, 2018 - Python
Dumb neural networks that play connect four. Natural selection finds the best of the worst bots.
A genetic algorithm to brew the perfect cup of tea.
Some code snippets written while learning Genetic Algorithms
A home made simulation of living cells with natural selection basics (intended to be implemented in a server and get acces to it from a client on a browser or an app)
Darwinian Natural Selection simulator.
An attempt at improving the Genetic Algorithm employed for solving the travelling salesman problem based on faster convergence and minimum path cost. A basic implementation of the Genetic Algorithm and a short comparative analysis on the performance of the naive and the improved version with possible reasons can also be found alongside.
An easy implementation of the Genetic Algorithm for the Eight Queens Problem and some improvements to the basic design for faster convergence to a possible solution. The project also offers a short comparative study on the performance of the two versions of algorithms and possible reasons for the same.
Simple model for evolution by natural selection
Pinpoints the mutation favored by selection
Simulating evolution of behavioral traits with Python
Evolution of organisms based on natural selection in python.
Collection of code inspired by the series of youtube videos by Primer
CS50p Final Project: Simulating an Environment for Natural Selection
Genome-wide scan for balancing selection using beta statistic
A codeml (PAML package) wrapper to make life easier. Dummy input unaligned multi-species fasta file (a single gene), and output codeml result.
A python example of a genetic algorithm
Sapiogenesis is a project designed to simulate the process of natural selection and evolution in physical bodies as well as neural networks through the process of random mutations and Reinforcement Learning. This allows simulated organisms to learn and make decisions based off past experiences.
Automated and distributed population genetic model inference from allele frequency spectra
An ecosystem simulator written in python with genes and a low-level brain.
Add a description, image, and links to the natural-selection topic page so that developers can more easily learn about it.
To associate your repository with the natural-selection topic, visit your repo's landing page and select "manage topics."