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Machine Learning Project extracted from Foundations

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Luis Fernando Molina committed 2021-09-29 11:46:20 +02:00
1 parent 2837f0ab32
commit 9e5c550474
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Projects/Foundations/UI/Function-Libraries/ActionSwitch.js
+4 -4
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@@ -590,22 +590,22 @@ function newFoundationsActionSwitch() {
break
case 'Stop Trading Session':
{
UI.projects.foundations.functionLibraries.tradingSessionFunctions.stopSession(action.node, action.callBackFunction)
UI.projects.algorithmicTrading.functionLibraries.tradingSessionFunctions.stopSession(action.node, action.callBackFunction)
}
break
case 'Run Learning Session':
{
UI.projects.foundations.functionLibraries.learningSessionFunctions.runSession(action.node, false, action.callBackFunction)
UI.projects.machineLearning.functionLibraries.learningSessionFunctions.runSession(action.node, false, action.callBackFunction)
}
break
case 'Resume Learning Session':
{
UI.projects.foundations.functionLibraries.learningSessionFunctions.runSession(action.node, true, action.callBackFunction)
UI.projects.machineLearning.functionLibraries.learningSessionFunctions.runSession(action.node, true, action.callBackFunction)
}
break
case 'Stop Learning Session':
{
UI.projects.foundations.functionLibraries.learningSessionFunctions.stopSession(action.node, action.callBackFunction)
UI.projects.machineLearning.functionLibraries.learningSessionFunctions.stopSession(action.node, action.callBackFunction)
}
break
case 'Run Super Action':
Projects/Foundations/UI/Function-Libraries/UiObjectsFromNodes.js
+1 -1
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@@ -278,7 +278,7 @@ function newFoundationsFunctionLibraryUiObjectsFromNodes() {
function syncronizeLearningSessionsFoundAtWorkspaceWithBackEnd() {
for (let i = 0; i < learningSessionsFoundAtWorkspace.length; i++) {
let node = learningSessionsFoundAtWorkspace[i]
UI.projects.algorithmicTrading.functionLibraries.tradingSessionFunctions.syncronizeSessionWithBackEnd(node)
UI.projects.machineLearning.functionLibraries.learningSessionFunctions.syncronizeSessionWithBackEnd(node)
}
learningSessionsFoundAtWorkspace = undefined
}
Projects/Foundations/TS/Bot-Modules/Learning-Bot/LearningSession.js → Projects/Machine-Learning/TS/Bot-Modules/Learning-Bot/LearningSession.js
+1 -1
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@@ -1,4 +1,4 @@
exports.newFoundationsBotModulesLearningSession = function (processIndex) {
exports.newMachineLearningBotModulesLearningSession = function (processIndex) {
const MODULE_NAME = "Learning Session"
Projects/Foundations/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningEngine.js → Projects/Machine-Learning/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningEngine.js
+1 -1
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@@ -1,4 +1,4 @@
exports.newFoundationsBotModulesLearningEngine = function (processIndex) {
exports.newMachineLearningBotModulesLearningEngine = function (processIndex) {
/*
We call the Learning Engine to the data structure that is needed in order to exevute the
learning protocol with the specific rules defined at the Learning System.
Projects/Foundations/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningEpisode.js → Projects/Machine-Learning/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningEpisode.js
+1 -1
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@@ -1,4 +1,4 @@
exports.newFoundationsBotModulesLearningEpisode = function (processIndex) {
exports.newMachineLearningBotModulesLearningEpisode = function (processIndex) {
/*
This module packages all functions related to Episodes.
*/
Projects/Foundations/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningOutput.js → Projects/Machine-Learning/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningOutput.js
+2 -2
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@@ -1,4 +1,4 @@
exports.newFoundationsBotModulesLearningOutput = function (processIndex) {
exports.newMachineLearningBotModulesLearningOutput = function (processIndex) {
/*
This module will load if necesary all the data outputs so that they can be appended with new
records if needed. After running the simulation, it will save all the data outputs.
@@ -29,7 +29,7 @@ exports.newFoundationsBotModulesLearningOutput = function (processIndex) {
}
/* Preparing everything for the Simulation */
let learningSimulationModuleObject = TS.projects.foundations.botModules.learningSimulation.newFoundationsBotModulesLearningSimulation(processIndex)
let learningSimulationModuleObject = TS.projects.foundations.botModules.learningSimulation.newMachineLearningBotModulesLearningSimulation(processIndex)
let outputDatasets = TS.projects.foundations.utilities.nodeFunctions.nodeBranchToArray(TS.projects.foundations.globals.taskConstants.TASK_NODE.bot.processes[processIndex].referenceParent.processOutput, 'Output Dataset')
let outputDatasetsMap = new Map()
Projects/Foundations/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningProcess.js → Projects/Machine-Learning/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningProcess.js
+3 -3
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@@ -1,4 +1,4 @@
exports.newFoundationsBotModulesLearningProcess = function (processIndex) {
exports.newMachineLearningBotModulesLearningProcess = function (processIndex) {
/*
This Module will load all the process data dependencies from files and send them downstream.
After execution, will save the time range and status report of the process.
@@ -16,8 +16,8 @@
let dataFiles = new Map()
let multiTimeFrameDataFiles = new Map()
TS.projects.foundations.globals.processModuleObjects.MODULE_OBJECTS_BY_PROCESS_INDEX_MAP.get(processIndex).LEARNING_ENGINE_MODULE_OBJECT = TS.projects.foundations.botModules.learningEngine.newFoundationsBotModulesLearningEngine(processIndex)
let learningOutputModuleObject = TS.projects.foundations.botModules.learningOutput.newFoundationsBotModulesLearningOutput(processIndex)
TS.projects.foundations.globals.processModuleObjects.MODULE_OBJECTS_BY_PROCESS_INDEX_MAP.get(processIndex).LEARNING_ENGINE_MODULE_OBJECT = TS.projects.foundations.botModules.learningEngine.newMachineLearningBotModulesLearningEngine(processIndex)
let learningOutputModuleObject = TS.projects.foundations.botModules.learningOutput.newMachineLearningBotModulesLearningOutput(processIndex)
let currentTimeFrame = {}
Projects/Foundations/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningRecords.js → Projects/Machine-Learning/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningRecords.js
+1 -1
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@@ -1,4 +1,4 @@
exports.newFoundationsBotModulesLearningRecords = function (processIndex) {
exports.newMachineLearningBotModulesLearningRecords = function (processIndex) {
/*
This module facilitates the appending of records to the output of the process.
*/
Projects/Foundations/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningSimulation.js → Projects/Machine-Learning/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningSimulation.js
+4 -4
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@@ -1,4 +1,4 @@
exports.newFoundationsBotModulesLearningSimulation = function (processIndex) {
exports.newMachineLearningBotModulesLearningSimulation = function (processIndex) {
/*
This Module represents the learning simulation. Essentially a loop through a set of candles and
the execution at each loop cycle of the Learning System Protocol.
@@ -33,10 +33,10 @@ exports.newFoundationsBotModulesLearningSimulation = function (processIndex) {
'[INFO] runSimulation -> finalDatetime = ' + sessionParameters.timeRange.config.finalDatetime)
/* These are the Modules we will need to run the Simulation */
let learningRecordsModuleObject = TS.projects.foundations.botModules.learningRecords.newFoundationsBotModulesLearningRecords(processIndex)
let learningRecordsModuleObject = TS.projects.foundations.botModules.learningRecords.newMachineLearningBotModulesLearningRecords(processIndex)
learningRecordsModuleObject.initialize(outputDatasetsMap)
let learningSystemModuleObject = TS.projects.foundations.botModules.learningSystem.newFoundationsBotModulesLearningSystem(processIndex)
let learningSystemModuleObject = TS.projects.foundations.botModules.learningSystem.newMachineLearningBotModulesLearningSystem(processIndex)
learningSystemModuleObject.initialize()
/*
@@ -77,7 +77,7 @@ exports.newFoundationsBotModulesLearningSimulation = function (processIndex) {
}
}
let learningEpisodeModuleObject = TS.projects.foundations.botModules.learningEpisode.newFoundationsBotModulesLearningEpisode(processIndex)
let learningEpisodeModuleObject = TS.projects.foundations.botModules.learningEpisode.newMachineLearningBotModulesLearningEpisode(processIndex)
learningEpisodeModuleObject.initialize()
/* Setting up the candles array: The whole simulation is based on the array of candles at the time-frame defined at the session parameters. */
Projects/Foundations/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningSystem.js → Projects/Machine-Learning/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningSystem.js
+1 -1
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@@ -1,4 +1,4 @@
exports.newFoundationsBotModulesLearningSystem = function (processIndex) {
exports.newMachineLearningBotModulesLearningSystem = function (processIndex) {
/*
The Learning System is the user defined set of rules compliant with the Learning Protocol that
defines the learning logic to be applied during each cycle of the Simulation.
Projects/Foundations/TS/Bot-Modules/Learning-Bot/SingleMarketLearningBot.js → Projects/Machine-Learning/TS/Bot-Modules/Learning-Bot/SingleMarketLearningBot.js
+3 -3
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@@ -1,8 +1,8 @@
exports.newFoundationsBotModulesSingleMarketLearningBot = function (processIndex) {
exports.newMachineLearningBotModulesSingleMarketLearningBot = function (processIndex) {
const MODULE_NAME = "Single Market Learning Bot";
let session = TS.projects.foundations.botModules.learningSession.newFoundationsBotModulesLearningSession(processIndex)
let session = TS.projects.foundations.botModules.learningSession.newMachineLearningBotModulesLearningSession(processIndex)
let nextLoopTimeoutHandle;
let thisObject = {
@@ -282,7 +282,7 @@
"[INFO] run -> loop -> initializeDataDependencies -> onInizialized -> Execution finished well.")
switch (TS.projects.foundations.globals.taskConstants.TASK_NODE.bot.processes[processIndex].referenceParent.config.framework.name) {
case 'Low-Frequency-Learning-Process': {
processFramework = TS.projects.foundations.botModules.learningProcess.newFoundationsBotModulesLearningProcess(processIndex);
processFramework = TS.projects.foundations.botModules.learningProcess.newMachineLearningBotModulesLearningProcess(processIndex);
startProcessFramework();
break;
}
Projects/Foundations/UI/Function-Libraries/LearningSessionFunctions.js → Projects/Machine-Learning/UI/Function-Libraries/LearningSessionFunctions.js
+1 -1
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@@ -1,4 +1,4 @@
function newFoundationsFunctionLibraryLearningSessionFunctions() {
function newMachineLearningFunctionLibraryLearningSessionFunctions() {
let thisObject = {
syncronizeSessionWithBackEnd: syncronizeSessionWithBackEnd,
runSession: runSession,
Projects/ProjectsSchema.json
+89 -75
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@@ -151,6 +151,95 @@
"Trading Tasks"
]
},
{
"name": "Machine-Learning",
"propertyName": "machineLearning",
"UI": {
"functionLibraries": [
{
"name": "Learning Session Functions",
"propertyName": "learningSessionFunctions",
"functionName": "newMachineLearningFunctionLibraryLearningSessionFunctions"
}
]
},
"TS": {
"botModules": [
{
"name": "Single Market Learning Bot",
"propertyName": "singleMarketLearningBot",
"functionName": "newMachineLearningBotModulesSingleMarketLearningBot",
"fileName": "SingleMarketLearningBot.js",
"folderName": "Learning-Bot",
"botType": "Learning Bot"
},
{
"name": "Learning Session",
"propertyName": "learningSession",
"functionName": "newMachineLearningBotModulesLearningSession",
"fileName": "LearningSession.js",
"folderName": "Learning-Bot"
},
{
"name": "Learning Process",
"propertyName": "learningProcess",
"functionName": "newMachineLearningBotModulesLearningProcess",
"fileName": "LearningProcess.js",
"folderName": "Learning-Bot/Low-Frequency-Learning"
},
{
"name": "Learning Engine",
"propertyName": "learningEngine",
"functionName": "newMachineLearningBotModulesLearningEngine",
"fileName": "LearningEngine.js",
"folderName": "Learning-Bot/Low-Frequency-Learning"
},
{
"name": "Learning Output",
"propertyName": "learningOutput",
"functionName": "newMachineLearningBotModulesLearningOutput",
"fileName": "LearningOutput.js",
"folderName": "Learning-Bot/Low-Frequency-Learning"
},
{
"name": "Learning Simulation",
"propertyName": "learningSimulation",
"functionName": "newMachineLearningBotModulesLearningSimulation",
"fileName": "LearningSimulation.js",
"folderName": "Learning-Bot/Low-Frequency-Learning"
},
{
"name": "Learning Episode",
"propertyName": "learningEpisode",
"functionName": "newMachineLearningBotModulesLearningEpisode",
"fileName": "LearningEpisode.js",
"folderName": "Learning-Bot/Low-Frequency-Learning"
},
{
"name": "Learning Records",
"propertyName": "learningRecords",
"functionName": "newMachineLearningBotModulesLearningRecords",
"fileName": "LearningRecords.js",
"folderName": "Learning-Bot/Low-Frequency-Learning"
},
{
"name": "Learning System",
"propertyName": "learningSystem",
"functionName": "newMachineLearningBotModulesLearningSystem",
"fileName": "LearningSystem.js",
"folderName": "Learning-Bot/Low-Frequency-Learning"
}
]
},
"plugins": [
"Learning Mines",
"Learning Systems",
"Learning Engines"
],
"tasks": [
"Learning Tasks"
]
},
{
"name": "Foundations",
"propertyName": "foundations",
@@ -223,11 +312,6 @@
"propertyName": "taskFunctions",
"functionName": "newFoundationsFunctionLibraryTaskFunctions"
},
{
"name": "Learning Session Functions",
"propertyName": "learningSessionFunctions",
"functionName": "newFoundationsFunctionLibraryLearningSessionFunctions"
},
{
"name": "Crypto Ecosystem Functions",
"propertyName": "cryptoEcosystemFunctions",
@@ -690,70 +774,6 @@
"functionName": "newFoundationsBotModulesSlackBot",
"fileName": "SlackBot.js",
"folderName": "Trading-Bot/Announcements"
},
{
"name": "Single Market Learning Bot",
"propertyName": "singleMarketLearningBot",
"functionName": "newFoundationsBotModulesSingleMarketLearningBot",
"fileName": "SingleMarketLearningBot.js",
"folderName": "Learning-Bot",
"botType": "Learning Bot"
},
{
"name": "Learning Session",
"propertyName": "learningSession",
"functionName": "newFoundationsBotModulesLearningSession",
"fileName": "LearningSession.js",
"folderName": "Learning-Bot"
},
{
"name": "Learning Process",
"propertyName": "learningProcess",
"functionName": "newFoundationsBotModulesLearningProcess",
"fileName": "LearningProcess.js",
"folderName": "Learning-Bot/Low-Frequency-Learning"
},
{
"name": "Learning Engine",
"propertyName": "learningEngine",
"functionName": "newFoundationsBotModulesLearningEngine",
"fileName": "LearningEngine.js",
"folderName": "Learning-Bot/Low-Frequency-Learning"
},
{
"name": "Learning Output",
"propertyName": "learningOutput",
"functionName": "newFoundationsBotModulesLearningOutput",
"fileName": "LearningOutput.js",
"folderName": "Learning-Bot/Low-Frequency-Learning"
},
{
"name": "Learning Simulation",
"propertyName": "learningSimulation",
"functionName": "newFoundationsBotModulesLearningSimulation",
"fileName": "LearningSimulation.js",
"folderName": "Learning-Bot/Low-Frequency-Learning"
},
{
"name": "Learning Episode",
"propertyName": "learningEpisode",
"functionName": "newFoundationsBotModulesLearningEpisode",
"fileName": "LearningEpisode.js",
"folderName": "Learning-Bot/Low-Frequency-Learning"
},
{
"name": "Learning Records",
"propertyName": "learningRecords",
"functionName": "newFoundationsBotModulesLearningRecords",
"fileName": "LearningRecords.js",
"folderName": "Learning-Bot/Low-Frequency-Learning"
},
{
"name": "Learning System",
"propertyName": "learningSystem",
"functionName": "newFoundationsBotModulesLearningSystem",
"fileName": "LearningSystem.js",
"folderName": "Learning-Bot/Low-Frequency-Learning"
}
]
},
@@ -810,14 +830,8 @@
]
},
"plugins": [
"Learning Mines",
"Learning Systems",
"Learning Engines",
"Tutorials",
"API Maps"
],
"tasks": [
"Learning Tasks"
]
},
{