Happy-Algorithms-League / hal-cgp
Cartesian genetic programming (CGP) in pure Python.
☆29Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for hal-cgp
- a lightweight implementation of Cartesian genetic programming with symbolic regression in mind.☆23Updated 4 years ago
- Implementation of a differentiable CGP (Cartesian Genetic Programming)☆108Updated 2 years ago
- A feature engineering automation tool for learning data representations☆33Updated 4 months ago
- Learning to Learn: Gradient-free Optimization framework☆36Updated 3 years ago
- Map-Elites based on Evolution Strategies☆31Updated 2 years ago
- Simple Genetic Programming for Symbolic Regression in Python3☆24Updated 2 years ago
- Spiking neuron integration for PyTorch☆39Updated 8 months ago
- python-wrapped version of ellen, a linear genetic programming system for symbolic regression and classification.☆54Updated 2 years ago
- A baseline implementation of genetic programming (using trees to encode programs) with some examples of usage.☆31Updated 3 months ago
- a python 3 library based on deap providing abstraction layers for symbolic regression problems.☆92Updated 3 years ago
- Fully documented Pytorch implementation of the Equilibrium Propagation algorithm.☆31Updated 4 years ago
- Genetic Programming version of GOMEA. Also includes standard tree-based GP, and Semantic Backpropagation-based GP☆50Updated 9 months ago
- Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies☆26Updated 2 years ago
- Fast Genetic Programming☆11Updated 5 years ago
- Repository for example implementation of spatially-embedded RNNs. See https://www.jachterberg.com/seRNN for more information.☆39Updated last month
- Evolution Strategy Library☆55Updated 4 years ago
- ☆28Updated last year
- OpenAI's cartpole env solver.☆18Updated 6 years ago
- Python code for the GP-RC algorithm presented in "Genetic Programming with Rademacher Complexity for Symbolic Regression" (CEC-2019). Pap…☆14Updated last year
- Multi-objective Genetic Programming by NSGA-II in Python☆31Updated 3 years ago
- Code from the paper "Robust technical trading strategies using GP for algorithmic portfolio selection"☆10Updated 5 years ago
- A public python implementation of the DeepHyperNEAT system for evolving neural networks. Developed by Felix Sosa and Kenneth Stanley. See…☆71Updated 2 years ago
- A general purpose Library for Evolutionary Algorithms in Python.☆83Updated 9 months ago
- Bayesian Uncertainty Exploration in Deep Reinforcement Learning☆18Updated 7 years ago
- ☆14Updated 3 years ago
- Random Matrix Theory library - RMT analysis and simulation in Python☆41Updated 7 months ago
- Neuroevolution Benchmark in JAX 🦕☆37Updated last year
- Minimal PyTorch Library for Natural Evolution Strategies☆17Updated 3 years ago
- Symbolic regression is the task of identifying a mathematical expression that best fits a provided dataset of input and output values. In…☆41Updated 3 years ago
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆130Updated 3 years ago