tiny_gp
DIgging
tiny_gp | DIgging | |
---|---|---|
1 | 1 | |
91 | 81 | |
- | - | |
1.1 | 10.0 | |
about 1 year ago | over 1 year ago | |
Python | Python | |
GNU General Public License v3.0 only | Apache License 2.0 |
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tiny_gp
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TinyGP in Golang
Im quite new to golang and as an exercise i rewrote some python code to a golang. The project is a simple implementation of genetic programming. I wanted it to be as close as possible to be a 1:1 copy but with practices used in golang. I did not run profiler and did not any optimization, im currently more concerned about styling/structuring/good practices with projects in go.
DIgging
What are some alternatives?
GP-CNAS - Implementation example of GP-CNAS: Convolutional Neural Network Architecture Search with Genetic Programming
BayesianOptimization - A Python implementation of global optimization with gaussian processes.
evotorch - Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
auto-sklearn - Automated Machine Learning with scikit-learn
geneal - A genetic algorithm implementation in python
nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
tinygp - Tiny Genetic Programming in Golang
modAL - A modular active learning framework for Python
pyshgp - Push Genetic Programming in Python.
Gradient-Free-Optimizers - Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
darwinio - Evolution Simulator
vizier - Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.