Commit 847d8723 authored by Martin Húsek's avatar Martin Húsek
Browse files

feat: bachelor thesis code (lbfgs, NAdam)

parent 9a98e50d

.vscode/launch.json

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{

    // Use IntelliSense to learn about possible attributes.

    // Hover to view descriptions of existing attributes.

    // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387

    "version": "0.2.0",

    "configurations": [

        {

            "name": "Python Debugger: Remote Attach",

            "type": "debugpy",

            "request": "attach",

            "justMyCode": false,

            "connect": {

                "host": "erinys02.fi.muni.cz",

                "port": 5678

            },

            "pathMappings": [

                {

                    "localRoot": "${workspaceFolder}",

                    "remoteRoot": "."

                }

            ]

        }

    ]

}
 
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conf/module/patrolling/atm_network/atm_network.yaml

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# @package _global_

defaults:

  - patrolling/atm_network: base

  - _self_



metadata:

  tags:

    - atm_network

  description: |

    Patrolling in a Montreal ATM network graph.



trainer:

  steps: 200

  optimizer:

    lr: 0.15

  



module:



  attack_probs:

    path_merge_threshold: 0.1



  agent:



    memory:

      default_mem: 4
 
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conf/module/patrolling/atm_network/base.yaml

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# @package _global_

defaults:

  - /module/patrolling: base

  - _self_





metadata:

  project: atm_network

  tags: ???





module:



  attack_probs:

    path_merge_threshold: 0.1



  agent:

    graph:

      _target_: regstar.modules.patrolling.graph.PatrollingATMNetworkGraph

      default_blindness: 0.0





    strategy:

      rounding_threshold: 0.001



    memory:

      _target_: regstar.modules.patrolling.graph.PatrollingATMNetworkMemory

      default_mem: ???
 
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conf/module/patrolling/atm_network/montreal.kml

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<?xml version="1.0" encoding="UTF-8"?>

<kml xmlns="http://www.opengis.net/kml/2.2">

  <Document>

    <name>Banks and ATM in Montreal</name>

    <Style id="icon-1899-0288D1-nodesc-normal">

      <IconStyle>

        <color>ffd18802</color>

        <scale>1</scale>

        <Icon>

          <href>https://www.gstatic.com/mapspro/images/stock/503-wht-blank_maps.png</href>

        </Icon>

        <hotSpot x="32" xunits="pixels" y="64" yunits="insetPixels"/>

      </IconStyle>

      <LabelStyle>

        <scale>0</scale>

      </LabelStyle>

      <BalloonStyle>

        <text><![CDATA[<h3>$[name]</h3>]]></text>

      </BalloonStyle>

    </Style>

    <Style id="icon-1899-0288D1-nodesc-highlight">

      <IconStyle>

        <color>ffd18802</color>

        <scale>1</scale>

        <Icon>

          <href>https://www.gstatic.com/mapspro/images/stock/503-wht-blank_maps.png</href>

        </Icon>

        <hotSpot x="32" xunits="pixels" y="64" yunits="insetPixels"/>

      </IconStyle>

      <LabelStyle>

        <scale>1</scale>

      </LabelStyle>

      <BalloonStyle>

        <text><![CDATA[<h3>$[name]</h3>]]></text>

      </BalloonStyle>

    </Style>

    <StyleMap id="icon-1899-0288D1-nodesc">

      <Pair>

        <key>normal</key>

        <styleUrl>#icon-1899-0288D1-nodesc-normal</styleUrl>

      </Pair>

      <Pair>

        <key>highlight</key>

        <styleUrl>#icon-1899-0288D1-nodesc-highlight</styleUrl>

      </Pair>

    </StyleMap>

    <Placemark>

      <name>ATM - Banque Scotia</name>

      <styleUrl>#icon-1899-0288D1-nodesc</styleUrl>

      <Point>

        <coordinates>

          -73.5608752,45.5015478,0

        </coordinates>

      </Point>

    </Placemark>

    <Placemark>

      <name>TD Bank ATM</name>

      <styleUrl>#icon-1899-0288D1-nodesc</styleUrl>

      <Point>

        <coordinates>

          -73.5633686,45.5023023,0

        </coordinates>

      </Point>

    </Placemark>

    <Placemark>

      <name>RBC Royal Bank ATM</name>

      <styleUrl>#icon-1899-0288D1-nodesc</styleUrl>

      <Point>

        <coordinates>

          -73.57882,45.495308,0

        </coordinates>

      </Point>

    </Placemark>

    <Placemark>

      <name>Deutsche Bank Securities</name>

      <styleUrl>#icon-1899-0288D1-nodesc</styleUrl>

      <Point>

        <coordinates>

          -73.5710102,45.4973778,0

        </coordinates>

      </Point>

    </Placemark>

    <Placemark>

      <name>RBC Royal Bank ATM</name>

      <styleUrl>#icon-1899-0288D1-nodesc</styleUrl>

      <Point>

        <coordinates>

          -73.5802715,45.4840155,0

        </coordinates>

      </Point>

    </Placemark>

    <Placemark>

      <name>Costco Wholesale</name>

      <styleUrl>#icon-1899-0288D1-nodesc</styleUrl>

      <Point>

        <coordinates>

          -73.553433,45.4859923,0

        </coordinates>

      </Point>

    </Placemark>

    <Placemark>

      <name>HSBC Bank</name>

      <styleUrl>#icon-1899-0288D1-nodesc</styleUrl>

      <Point>

        <coordinates>

          -73.5853004,45.4899901,0

        </coordinates>

      </Point>

    </Placemark>

    <Placemark>

      <name>Mellon Bank Na</name>

      <styleUrl>#icon-1899-0288D1-nodesc</styleUrl>

      <Point>

        <coordinates>

          -73.5655451,45.5030513,0

        </coordinates>

      </Point>

    </Placemark>

    <Placemark>

      <name>Ubs Bank Canada</name>

      <styleUrl>#icon-1899-0288D1-nodesc</styleUrl>

      <Point>

        <coordinates>

          -73.5716928,45.502005,0

        </coordinates>

      </Point>

    </Placemark>

    <Placemark>

      <name>BMO Banque de Montréal</name>

      <styleUrl>#icon-1899-0288D1-nodesc</styleUrl>

      <Point>

        <coordinates>

          -73.6454236,45.4913082,0

        </coordinates>

      </Point>

    </Placemark>

    <Placemark>

      <name>Manulife Bank</name>

      <styleUrl>#icon-1899-0288D1-nodesc</styleUrl>

      <Point>

        <coordinates>

          -73.6246,45.465649,0

        </coordinates>

      </Point>

    </Placemark>

    <Placemark>

      <name>ATM 4th Floor</name>

      <styleUrl>#icon-1899-0288D1-nodesc</styleUrl>

      <Point>

        <coordinates>

          -73.6386318,45.459057,0

        </coordinates>

      </Point>

    </Placemark>

    <Placemark>

      <name>RBC Royal Bank ATM</name>

      <styleUrl>#icon-1899-0288D1-nodesc</styleUrl>

      <Point>

        <coordinates>

          -73.5349539,45.5486183,0

        </coordinates>

      </Point>

    </Placemark>

    <Placemark>

      <name>BMO Bank of Montreal ATM</name>

      <styleUrl>#icon-1899-0288D1-nodesc</styleUrl>

      <Point>

        <coordinates>

          -73.602537,45.5821992,0

        </coordinates>

      </Point>

    </Placemark>

    <Placemark>

      <name>ATM</name>

      <styleUrl>#icon-1899-0288D1-nodesc</styleUrl>

      <Point>

        <coordinates>

          -73.7356223,45.4529986,0

        </coordinates>

      </Point>

    </Placemark>

    <Placemark>

      <name>RBC Royal Bank ATM</name>

      <styleUrl>#icon-1899-0288D1-nodesc</styleUrl>

      <Point>

        <coordinates>

          -73.7264079,45.487621,0

        </coordinates>

      </Point>

    </Placemark>

    <Placemark>

      <name>Montréal-Pierre Elliott Trudeau International Airport</name>

      <styleUrl>#icon-1899-0288D1-nodesc</styleUrl>

      <Point>

        <coordinates>

          -73.7454814,45.4656851,0

        </coordinates>

      </Point>

    </Placemark>

    <Placemark>

      <name>RBC Royal Bank ATM</name>

      <styleUrl>#icon-1899-0288D1-nodesc</styleUrl>

      <Point>

        <coordinates>

          -73.7780915,45.5049478,0

        </coordinates>

      </Point>

    </Placemark>

  </Document>

</kml>
 
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conf/module/patrolling/base.yaml

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@@ -3,9 +3,11 @@ defaults: 
  - /logging/handlers:

      - drive

      - stream

  #- /trainer/optimizer: lbfgs

  #- /trainer/optimizer: nadam

  - /trainer/optimizer: adam

  - /trainer/callbacks:

      - gradient_noise_basic_polynomial

  #- /trainer/callbacks:

  #    - gradient_noise_basic_polynomial



logging:

  handlers: