fungp
Fungp is an innovative genetic programming library designed for Clojure, facilitating the evolution of computer programs through processes inspired by biological evolution. It enables users to generate and assess Clojure code trees, optimizing them based on a fitness function to tackle various computational problems, including symbolic regression.
Top fungp Alternatives
Vowpal Wabbit
Vowpal Wabbit (VW) is an advanced, fast out-of-core learning system developed through collaboration with Microsoft Research and Yahoo! Research.
pyhsmm
This Python library facilitates approximate unsupervised inference in Bayesian Hidden Markov Models (HMMs) and Hidden semi-Markov Models (HSMMs).
MachineLearning.jl
The MachineLearning.jl package is an innovative library crafted in pure Julia, designed to unify common machine learning algorithms with a consistent API.
Statistiker
Statistiker offers a streamlined approach to statistics in Clojure, implementing widely-used algorithms for dataset analysis.
Saul
Saul is a domain-specific language in Scala designed for declarative learning-based programming.
Pebl
Pebl is a Python library and command line tool designed for learning the structure of Bayesian networks from prior knowledge and observations.
Swift AI
It boasts a suite of tools for artificial intelligence and scientific applications, complete with example...
CloudForest
CloudForest excels with optimized memory utilization for faster training times, accommodates heterogeneous data, and effectively...
htm.java
Designed for JavaSE 8 and above, it mirrors NuPIC's functionality while adhering to Java best...
Figaro
It offers built-in reasoning algorithms for drawing insights from data, seamlessly integrating with Scala and...
Naive Bayesian Classification for Golang
Featuring support for term frequency-inverse document frequency (TF-IDF) calculations, this library facilitates accurate classifications while...
warpt-ctc
Its fast parallel implementation on CPU and GPU significantly enhances scalability, making it ideal for...
Swift Brain
It features advanced machine learning algorithms, including Bayes theorem and neural networks, alongside tools for...
Learning Based Java
It offers intuitive algorithms and robust frameworks tailored for data analysis and predictive modeling, enabling...
MLKit
Initially focusing on regression, it aims to expand into classification, clustering, and deep learning...
Top fungp Features
- Tree-based program evolution
- Clojure integration
- Fitness function customization
- REPL support for experimentation
- Mutation and reproduction processes
- Symbolic regression capability
- User-friendly tutorial included
- Dependency installation via Leiningen
- Minimal Clojure knowledge required
- Automated program generation
- Detailed documentation available
- Sample code for guidance
- User feedback consideration
- Runs on limited user accounts
- GPL licensed for sharing
- Real-time output reporting
- Natural selection simulation.
