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Symbolic regression machine learning algorithm
The QLattice is a software library which provides a framework for symbolic regression in Python. It works on Linux, Windows, and macOS. The QLattice algorithm
QLattice
General-purpose programming language
PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre Qiskit QLattice RDKit RPyC Sage Manifolds SageMath ScientificPython scikit-learn scikit-multiflow
Python_(programming_language)
library. PyTorch Lightning — provides a high-level interface for PyTorch. QLattice — symbolic regression. scikit-learn — library for machine learning. Spark
List_of_Python_software
Python distribution
PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre Qiskit QLattice RDKit RPyC Sage Manifolds SageMath ScientificPython scikit-learn scikit-multiflow
Anaconda_(software_company)
Python web framework
PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre Qiskit QLattice RDKit RPyC Sage Manifolds SageMath ScientificPython scikit-learn scikit-multiflow
Flask_(web_framework)
Python library for numerical programming
PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre Qiskit QLattice RDKit RPyC Sage Manifolds SageMath ScientificPython scikit-learn scikit-multiflow
NumPy
Python library for machine learning
PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre Qiskit QLattice RDKit RPyC Sage Manifolds SageMath ScientificPython scikit-learn scikit-multiflow
Scikit-learn
Open-source Python library for scientific computing
PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre Qiskit QLattice RDKit RPyC Sage Manifolds SageMath ScientificPython scikit-learn scikit-multiflow
SciPy
Type of regression analysis
extrapolation; and sensitivity to noise. Rankings of the methods were: QLattice PySR (Python Symbolic Regression) uDSR (Deep Symbolic Optimization) In
Symbolic_regression
Python library for data analysis
PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre Qiskit QLattice RDKit RPyC Sage Manifolds SageMath ScientificPython scikit-learn scikit-multiflow
Pandas_(software)
Neural Designer Neural Network Intelligence oneAPI OpenNN PlaidML PyTorch QLattice Scikit-learn Shogun (toolbox) TensorFlow Theano Torch Tree-based pipeline
List_of_data_science_software
Python web framework
PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre Qiskit QLattice RDKit RPyC Sage Manifolds SageMath ScientificPython scikit-learn scikit-multiflow
Django_(web_framework)
AI whose outputs can be understood by humans
(2022). "Explainable long-term building energy consumption prediction using QLattice". Applied Energy. 308 118300. Elsevier BV. Bibcode:2022ApEn..30818300W
Explainable artificial intelligence
Explainable_artificial_intelligence
Collection of open-source Python software tools for computational biology
PyQt PyroBot library PySide PyTorch PyTorch Lightning Python-Ogre Qiskit QLattice RDKit RPyC Sage Manifolds SageMath ScientificPython scikit-learn scikit-multiflow
Biopython
Automated system for discovering new scientific or mathematical knowledge
include Eureqa, now a part of DataRobot AI Cloud Platform, AI Feynman, and QLattice. Shen, Wei-Min (1990). "Functional transformations in AI discovery systems"
Discovery system (artificial intelligence)
Discovery_system_(artificial_intelligence)
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