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Maths and Stats
Evolutionary algorithm toolbox and framework with high performance for Python
Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.
A simple package to do symbolic math (focus on code gen and DSLs)
High-Performance Symbolic Regression in Python and Julia
🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.
PonyGE2: grammatical evolution and variants in Python
A Hybrid between Grammar-Guided and Strongly-Typed Genetic Programming in Python
Bayesian Modeling and Probabilistic Programming in Python
An open source library for portfolio optimisation
Genetic Programming in Python, with a scikit-learn inspired API
Codebase for Time-series Generative Adversarial Networks (TimeGAN) - NeurIPS 2019
Smart, automatic detection and stationarization of non-stationary time series data.
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling sa…
Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
Flexible Feature Engineering & Exploration Library using GPUs and Optuna.
A python library for user-friendly forecasting and anomaly detection on time series.
Constraint Solving Problem resolver for Python
Ruleset covering algorithms for transparent machine learning
Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet
machine learning with logical rules in Python
A research toolkit for particle swarm optimization in Python
Axiom is a free, open source computer algebra system
Use evolutionary algorithms instead of gridsearch in scikit-learn
An efficient implementation of tree data structure in python 2/3.