Preview

thieu1995-mealpy-ea0e0ac
- .gitignore
  
  1.9 kB
- CODE_OF_CONDUCT.md
  
  3.4 kB
- ChangeLog.md
  
  46.0 kB
- LICENSE
  
  35.1 kB
- MANIFEST.in
  
  66 Bytes
- README.md
  
  57.9 kB
- assets
  - DUMMY.md
    
    3.1 kB
  - PARALLEL.md
    
    4.7 kB
  - dc.png
    
    30.4 kB
  - eec.png
    
    45.2 kB
  - gbfc.png
    
    15.2 kB
  - goc.png
    
    25.5 kB
  - lbfc.png
    
    23.2 kB
  - loc.png
    
    41.7 kB
  - models_history.xlsx
    
    23.1 kB
  - rtc.png
    
    23.9 kB
  - tc.png
    
    34.8 kB
- docs
  - .readthedocs.yaml
    
    416 Bytes
  - Makefile
    
    638 Bytes
  - make.bat
    
    769 Bytes
  - requirements.txt
    
    192 Bytes
  - source
    - _static
      - images
        
        bio_inspired.png
        
        251.2 kB
        
        general_format.png
        
        82.5 kB
        
        history_metaheuristics.png
        
        547.8 kB
        
        illusion.png
        
        3.3 MB
        
        neural_network.png
        
        6.4 MB
        
        results
        
        1d_trajectory.png
        
        61.1 kB
        
        Current-best-convergence-chart.png
        
        28.1 kB
        
        Global-best-convergence-chart.png
        
        19.4 kB
        
        Runtime-per-epoch-chart.png
        
        21.2 kB
        
        diversity_chart.png
        
        29.2 kB
        
        explore_exploit_chart.png
        
        42.3 kB
        
        global-objective-chart.png
        
        29.8 kB
        
        local-objective-chart.png
        
        62.8 kB
    - conf.py
      
      2.2 kB
    - index.rst
      
      2.4 kB
    - pages
      - general
        
        advances
        
        import_all_models.rst
        
        9.3 kB
        
        lower_upper_bound.rst
        
        1.3 kB
        
        termination.rst
        
        1.7 kB
        
        classification_table.rst
        
        16.0 kB
        
        guide_to_use_model.rst
        
        8.4 kB
        
        introduction.rst
        
        10.3 kB
        
        references.rst
        
        30.2 kB
        
        video_tutorials.rst
        
        5.5 kB
      - models
        
        mealpy.bio_based.rst
        
        1.2 kB
        
        mealpy.evolutionary_based.rst
        
        1.3 kB
        
        mealpy.human_based.rst
        
        1.9 kB
        
        mealpy.math_based.rst
        
        789 Bytes
        
        mealpy.music_based.rst
        
        198 Bytes
        
        mealpy.physics_based.rst
        
        1.6 kB
        
        mealpy.probabilistic_based.rst
        
        239 Bytes
        
        mealpy.rst
        
        422 Bytes
        
        mealpy.swarm_based.rst
        
        5.6 kB
        
        mealpy.system_based.rst
        
        496 Bytes
        
        mealpy.utils.rst
        
        517 Bytes
        
        mealpy.utils.visualize.rst
        
        224 Bytes
      - models.rst
        
        135 Bytes
      - quick_start.rst
        
        183 Bytes
      - support.rst
        
        2.7 kB
      - visualization.rst
        
        2.0 kB
- examples
  - EXAMPLES.md
    
    15.4 kB
  - __init__.py
    
    394 Bytes
  - applications
    - __init__.py
      
      239 Bytes
    - discrete-problems
      - __init__.py
        
        394 Bytes
      - knapsack-problem.py
        
        2.7 kB
    - keras
      - __init__.py
        
        239 Bytes
      - mha-hybrid-mlp-classification.py
        
        4.4 kB
      - mha-hybrid-mlp-time-series.py
        
        5.2 kB
      - mha-hyper-parameter-mlp-time-series.py
        
        7.5 kB
      - traditional-mlp-classification.py
        
        1.6 kB
      - traditional-mlp-time-series.py
        
        1.6 kB
    - pytorch
      - __init__.py
        
        239 Bytes
      - linear_regression.py
        
        3.5 kB
    - run_constraint_functions.py
      
      1.9 kB
    - run_multi_objective_functions.py
      
      1.8 kB
    - run_single_objective_function.py
      
      710 Bytes
    - sklearn
      - __init__.py
        
        239 Bytes
      - svm_classification.py
        
        2.7 kB
  - run_multi_functions.py
    
    1.8 kB
  - run_multi_functions_multi_trials.py
    
    2.2 kB
  - run_multi_functions_multi_trials_parallel.py
    
    2.7 kB
  - run_multi_functions_parallel.py
    
    2.4 kB
  - utils
    - __init__.py
      
      239 Bytes
    - visualize
      - __init__.py
        
        239 Bytes
      - all_charts.py
        
        4.3 kB
      - convergence_chart.py
        
        2.3 kB
      - exploration_exploitation_chart.py
        
        3.2 kB
      - objectives_chart.py
        
        2.7 kB
      - trajectory_chart.py
        
        2.4 kB
- mealpy
  - __init__.py
    
    239 Bytes
  - bio_based
    - BBO.py
      
      7.2 kB
    - EOA.py
      
      6.7 kB
    - IWO.py
      
      4.2 kB
    - SBO.py
      
      8.2 kB
    - SMA.py
      
      9.8 kB
    - TPO.py
      
      5.7 kB
    - VCS.py
      
      9.7 kB
    - WHO.py
      
      7.2 kB
    - __init__.py
      
      239 Bytes
  - evolutionary_based
    - CRO.py
      
      14.6 kB
    - DE.py
      
      38.1 kB
    - EP.py
      
      9.0 kB
    - ES.py
      
      8.0 kB
    - FPA.py
      
      3.6 kB
    - GA.py
      
      11.5 kB
    - MA.py
      
      8.1 kB
    - __init__.py
      
      239 Bytes
  - human_based
    - BRO.py
      
      10.3 kB
    - BSO.py
      
      12.1 kB
    - CA.py
      
      4.1 kB
    - CHIO.py
      
      12.0 kB
    - FBIO.py
      
      12.4 kB
    - GSKA.py
      
      11.5 kB
    - ICA.py
      
      9.4 kB
    - LCO.py
      
      10.6 kB
    - QSA.py
      
      16.9 kB
    - SARO.py
      
      10.4 kB
    - SSDO.py
      
      4.5 kB
    - TLO.py
      
      12.9 kB
    - __init__.py
      
      239 Bytes
  - math_based
    - AOA.py
      
      4.7 kB
    - CGO.py
      
      4.8 kB
    - GBO.py
      
      6.9 kB
    - HC.py
      
      5.9 kB
    - SCA.py
      
      6.2 kB
    - __init__.py
      
      239 Bytes
  - music_based
    - HS.py
      
      6.8 kB
    - __init__.py
      
      239 Bytes
  - optimizer.py
    
    27.5 kB
  - physics_based
    - ASO.py
      
      7.5 kB
    - ArchOA.py
      
      7.0 kB
    - EFO.py
      
      11.6 kB
    - EO.py
      
      11.6 kB
    - HGSO.py
      
      6.3 kB
    - MVO.py
      
      9.4 kB
    - NRO.py
      
      9.9 kB
    - SA.py
      
      6.3 kB
    - TWO.py
      
      20.0 kB
    - WDO.py
      
      4.3 kB
    - __init__.py
      
      239 Bytes
  - probabilistic_based
    - CEM.py
      
      3.7 kB
    - __init__.py
      
      239 Bytes
  - swarm_based
    - ABC.py
      
      4.8 kB
    - ACOR.py
      
      4.4 kB
    - ALO.py
      
      8.2 kB
    - AO.py
      
      4.5 kB
    - BA.py
      
      15.2 kB
    - BES.py
      
      6.2 kB
    - BFO.py
      
      15.3 kB
    - BSA.py
      
      9.6 kB
    - BeesA.py
      
      10.8 kB
    - COA.py
      
      7.9 kB
    - CSA.py
      
      3.7 kB
    - CSO.py
      
      8.6 kB
    - DO.py
      
      7.0 kB
    - EHO.py
      
      4.7 kB
    - FA.py
      
      5.9 kB
    - FFA.py
      
      5.2 kB
    - FOA.py
      
      8.7 kB
    - GOA.py
      
      4.1 kB
    - GWO.py
      
      6.6 kB
    - HGS.py
      
      6.4 kB
    - HHO.py
      
      5.8 kB
    - JA.py
      
      7.5 kB
    - MFO.py
      
      6.9 kB
    - MRFO.py
      
      5.5 kB
    - MSA.py
      
      5.5 kB
    - NMRA.py
      
      7.7 kB
    - PFA.py
      
      3.6 kB
    - PSO.py
      
      26.6 kB
    - SFO.py
      
      11.7 kB
    - SHO.py
      
      4.7 kB
    - SLO.py
      
      14.1 kB
    - SRSR.py
      
      14.2 kB
    - SSA.py
      
      10.8 kB
    - SSO.py
      
      3.2 kB
    - SSpiderA.py
      
      7.2 kB
    - SSpiderO.py
      
      12.7 kB
    - WOA.py
      
      7.6 kB
    - __init__.py
      
      239 Bytes
  - system_based
    - AEO.py
      
      25.4 kB
    - GCO.py
      
      7.5 kB
    - WCA.py
      
      6.6 kB
    - __init__.py
      
      239 Bytes
  - utils
    - __init__.py
      
      239 Bytes
    - history.py
      
      11.4 kB
    - problem.py
      
      9.6 kB
    - termination.py
      
      5.6 kB
    - visualize
      - __init__.py
        
        287 Bytes
      - linechart.py
        
        8.8 kB
- setup.py
  
  2.2 kB

thieu1995/mealpy-v2.3.0.zip