| Metadata-Version: |
2.1 |
| Name: |
reflame |
| Version: |
1.0.1 |
| Summary: |
Revolutionizing Functional Link Neural Network by Metaheuristic Algorithms: reflame - A Python Library |
| Author: |
Thieu |
| Author-Email: |
nguyenthieu2102[at]gmail.com |
| Home-Page: |
https://github.com/thieu1995/reflame |
| Project-Url: |
Documentation, https://reflame.readthedocs.io/ |
| Project-Url: |
Source Code, https://github.com/thieu1995/reflame |
| Project-Url: |
Bug Tracker, https://github.com/thieu1995/reflame/issues |
| Project-Url: |
Change Log, https://github.com/thieu1995/reflame/blob/master/ChangeLog.md |
| Project-Url: |
Forum, https://t.me/+fRVCJGuGJg1mNDg1 |
| License: |
GPLv3 |
| Keywords: |
functional link neural network,machine learning,artificial intelligence,deep learning,neural networks,single hidden layer network,random projection,FLANN,functional link artificial neural network,classification,regression,supervised learning,online learning,generalization,ensemble learning,optimization algorithms,Kernel FLNN,Cross-validationGenetic algorithm (GA),Particle swarm optimization (PSO),Ant colony optimization (ACO),Differential evolution (DE),Simulated annealing,Grey wolf optimizer (GWO),Whale Optimization Algorithm (WOA),confusion matrix,recall,precision,accuracy,pearson correlation coefficient (PCC),spearman correlation coefficient (SCC),relief,relief-f,multi-objectives optimization problems,Stochastic optimization,Global optimization,Convergence analysis,Search space exploration,Local search,Computational intelligence,Robust optimization,Performance analysis,Intelligent optimization,Simulations |
| Classifier: |
Development Status :: 5 - Production/Stable |
| Classifier: |
Intended Audience :: Developers |
| Classifier: |
Intended Audience :: Education |
| Classifier: |
Intended Audience :: Information Technology |
| Classifier: |
Intended Audience :: Science/Research |
| Classifier: |
License :: OSI Approved :: GNU General Public License v3 (GPLv3) |
| Classifier: |
Natural Language :: English |
| Classifier: |
Programming Language :: Python :: 3.8 |
| Classifier: |
Programming Language :: Python :: 3.9 |
| Classifier: |
Programming Language :: Python :: 3.10 |
| Classifier: |
Programming Language :: Python :: 3.11 |
| Classifier: |
Topic :: System :: Benchmark |
| Classifier: |
Topic :: Scientific/Engineering |
| Classifier: |
Topic :: Scientific/Engineering :: Mathematics |
| Classifier: |
Topic :: Scientific/Engineering :: Artificial Intelligence |
| Classifier: |
Topic :: Scientific/Engineering :: Information Analysis |
| Classifier: |
Topic :: Scientific/Engineering :: Visualization |
| Classifier: |
Topic :: Scientific/Engineering :: Bio-Informatics |
| Classifier: |
Topic :: Software Development :: Build Tools |
| Classifier: |
Topic :: Software Development :: Libraries |
| Classifier: |
Topic :: Software Development :: Libraries :: Python Modules |
| Classifier: |
Topic :: Utilities |
| Requires-Python: |
>=3.8 |
| Requires-Dist: |
numpy (>=1.17.1) |
| Requires-Dist: |
scipy (>=1.7.1) |
| Requires-Dist: |
scikit-learn (>=1.0.2) |
| Requires-Dist: |
pandas (>=1.3.5) |
| Requires-Dist: |
mealpy (>=3.0.1) |
| Requires-Dist: |
permetrics (>=1.5.0) |
| Requires-Dist: |
torch (>=2.0.0) |
| Requires-Dist: |
skorch (>=0.13.0) |
| Requires-Dist: |
pytest (>=7.0); extra == "dev" |
| Requires-Dist: |
pytest-cov (==4.0.0); extra == "dev" |
| Requires-Dist: |
flake8 (>=4.0.1); extra == "dev" |
| Provides-Extra: |
dev |
| Description-Content-Type: |
text/markdown |
| License-File: |
LICENSE |