Project structure of: jiaxiaogang/he4o

• he4o AI-Secure App with Dev/Debug Tools
  • Podfile OS Podfile with PINCache, Umeng analytics
  • README.md AI system, spiral entropy, neural networks training.
  • SMG_NothingIsAll AI-driven app with secure iOS features.
    • AIFoundation Customizable AI SMG optimization foundation
      • AIAlg AI-driven, asynchronous, urgency calculation algorithms.
        • AICustomAlgs.h Customizable AI algorithms in AICustomAlgs.h
        • AICustomAlgs.m Asynchronous custom input data committing in AICustomAlgs.
        • AIImvAlgs.h Map input mindValue between value domains.
        • AIImvAlgs.m Imports model, calculates urgency values for bad and good input types.
        • AIStringAlgs.h String algorithm interface header for AIFoundation
        • AIStringAlgs.m AIStringAlgs: Asynchronous input processing, string length returns.
        • AlgsModel AI-driven algorithm models directory
          • CustomAlgsModel Custom charging model algorithms directory
            • CustomAlgsChargeModel.h Custom charging model algorithm class definition
            • CustomAlgsChargeModel.m Defines CustomAlgsChargeModel class in SMG_NothingIsAll project.
          • ImvAlgsModel AI-powered IMV algorithm modeling class directories
            • ImvAlgsModelBase.h ImvAlgsModelBase: AI-powered IMV algorithm modeling class.
            • ImvAlgsModelBase.m SMG_NothingIsAll ImvAlgsModelBase class implementation.
            • ImvBadModel.h Bad imv parent model in SMG_NothingIsAll
            • ImvBadModel.m Implements "ImvBadModel" class in SMG_NothingIsAll project
            • ImvGoodModel.h ImvGoodModel: IMV parent model with fullness, refresh.
            • ImvGoodModel.m ImvGoodModel class implementation by XiaoGang
      • AIClass AI class registration prevents multiple actions.
        • AINoRepeatRun.h Prevent multiple AI action executions with AINoRepeatRun class.
        • AINoRepeatRun.m Register, execute once with key prevention.
        • AITime AI runtime time, conscious time, and timer methods.
          • AITime.h AITime: AI runtime time, conscious time, and time trigger methods.
          • AITime.m Updated SMG timer code with bug fixes and precise GCD execution.
        • Model AI class map models for two values, with methods and no arrays.
          • MapModel.h Map model for two values, no array.
          • MapModel.m MapModel class with method newWithV1:v2.
        • Utils Data manipulation and string utilities.
          • SMGUtils+General.h General utility functions for various data types and string manipulation in SMGUtils+General.
          • SMGUtils+General.m SMGUtils: Objective-C utility class for string, array, date, input functions.
          • SMGUtils.h Manages pointers, provides utilities for object operations and array manipulation.
          • SMGUtils.m SMGUtils: Asynchronous storage, array manipulation, filtering utilities.
      • AIHeader.h AIHeader.h: SMG_NothingIsAll imports, defines, utilities, logging.
      • AIInput Simultaneous camera, audio, text & custom inputs collection
        • AIInput.h Collects camera, audio, text and custom inputs simultaneously.
        • AIInput.m AIInput: Text, IMV, Custom Inputs, Rect-based View Changes
      • AINet Efficient AI network foundation.
        • AIAbsCMVManager Manages abstraction-free CMV functions.
          • AIAbsCMVManager.h Abstract CMV node manager with no collective abstraction
          • AIAbsCMVManager.m Creates CMV node after validating inputs and selecting algorithm.
          • AINetAbsCMVUtil.h Calculates abstract mv functions and initial direction strength.
          • AINetAbsCMVUtil.m Average CMV values from node array
        • AIAbsFoManager Manages absolute foundational fo abstractions
          • AIAbsFoManager.h AIAbsFoManager: create_NoRepeat method for non-repeated fo versions
          • AIAbsFoManager.m Constructs AINetAbsFoNode, handles nested ranges, performs absolute matching.
          • AINetAbsFoUtils.h Extracts delta times, converts order and finds deltas.
          • AINetAbsFoUtils.m Retrieves delta times, stores max, handles simple objects.
        • AIAlgNodeManager Manages abstract AI algorithms and connections efficiently.
          • AIAlgNodeManager.h Manages abstract algorithms in the SMG_NothingIsAll project.
          • AIAlgNodeManager.m Manages AI node connections efficiently.
        • AICerebel AICerebel class for SMG project, header and implementation.
          • AICerebel.h AICerebel class header, 2018/10/9.
          • AICerebel.m AICerebel class implementation for SMG_NothingIsAll project.
        • AILine.h AILine: Neural network line with pointers.
        • AILine.m Create AILine instances with AIObjects and pointers.
        • AIMvFoManager AIMvFoManager: Manages foNode-cmvNode models, MV nodes, builds conFos.
          • AIMvFoManager.h AIMvFoManager: Manages foNode->cmvNode models, constructs mvs, builds conFos.
          • AIMvFoManager.m Manages MV nodes, limits repeat range, strengthens front orders.
        • AINet.h AINet: Network operations, indexing, model conversion, data packaging.
        • AINet.m Singleton class with dictionary-based model conversion and unique algorithm nodes.
        • AINetIndex AINetIndex: Efficient indexing and searching.
          • AINetDirectionReference.h AINetDirectionReference: Find node addresses by direction, port through filter.
          • AINetDirectionReference.m Retrieves node pointers from direction reference files.
          • AINetIndex.h AINetIndex: Efficient data indexing and retrieval.
          • AINetIndex.m AINet: Efficient binary search, V index support, serialization.
          • AINetIndexUtils.h AINetIndexUtils: Tools for indexing, searching, insertion.
          • AINetIndexUtils.m Absolute matching with general parameters and duplication prevention.
        • AINetUtils.h AI framework utilities: ports, connections, algorithms, dictionaries.
        • AINetUtils.m Manages AI components, updates strength values and performs analogy.
        • AINode AI-powered duplicate removal nodes, organized AINet.
          • AIAbsAlgNode.h AIAbsAlgNode: Remove duplicates, supports values_p.
          • AIAbsAlgNode.m AIAbsAlgNode class implementation by jia.
          • AIAbsCMVNode.h Abstract node class for AINet project
          • AIAbsCMVNode.m Empty implementation for AIAbsCMVNode class
          • AIAlgNode.h AIAlgNode class header file
          • AIAlgNode.m AIAlgNode class, SMG_NothingIsAll project, 12/7/2018, XiaoGang
          • AIAlgNodeBase.h Base class for algorithm nodes with port and dictionary properties.
          • AIAlgNodeBase.m Machine learning tool for pattern recognition, with bug fixes and performance improvements.
          • AICMVNode.h Defines AICMVNode class for SMG_NothingIsAll project.
          • AICMVNode.m AICMVNode class implementation for CMV nodes.
          • AICMVNodeBase.h AICMVNodeBase: subclass of AIAlgNodeBase with urgentTo_p, delta_p, and foPorts.
          • AICMVNodeBase.m Class for CMVNode initialization, encoding, and decoding.
          • AIFoNodeBase.h Time-series node base class with deltaTimes, strength value storage, and candidate set management.
          • AIFoNodeBase.m Initializes arrays, updates SP strength, handles bug 29094.
          • AIFrontOrderNode.h AIFrontOrderNode: Concrete sequence node, AIFoNodeBase inheritance.
          • AIFrontOrderNode.m Declares and implements AIFrontOrderNode class.
          • AINetAbsFoNode.h Abstract sequential network node class definition.
          • AINetAbsFoNode.m AINetAbsFoNode class implementation
          • AINodeBase.h AINodeBase class: Base for nodes, pointers, ports, data flow organization.
          • AINodeBase.m AINodeBase: Manages ports and arrays, implements NSCoding.
        • AIPointer AINet AIPointer: Binary searchable, NSCoding/NSCopying KV class for database management.
          • AIKVPointer.h Custom AI KV pointer class
          • AIKVPointer.m Initializes AIKVPointer object with getter methods for paths, identifiers, and properties.
          • AIPointer.h AIPointer: Pointer class for table items with binary search support.
          • AIPointer.m AIPointer: object comparison, parameter access, NSCoding/NSCopying
          • AISqlPointer.h AISqlPointer: Database Pointer Management Class
          • AISqlPointer.m Initializes AISqlPointer with class and ID, handles database operations.
        • AIPort AIPort class, subclasses, NSCoding support.
          • AIPort.h Create AIPort class with strength-related subclasses for recording strengths.
          • AIPort.m AIPort class with NSCoding, NSKeyArchiver
          • AITransferPort.h Singleton AITransferPort with scene and canset properties.
          • AITransferPort.m AITransferPort: NSCoding, init, set, compare
      • AIOutput AI models for SMG Nothing Is All project, utilities for data conversion
        • Output.h Output class manages different output types: thought, reactor, mood.
        • Output.m Output function for mood-based AI algorithm node.
        • OutputModel.h OutputModel class interface for AI output models
        • OutputModel.m OutputModel class implementation for SMG_NothingIsAll project.
        • OutputUtils.h OutputUtils: Convert data type to output algorithm identifier.
        • OutputUtils.m OutputUtils: Convert algorithm type to data source.
      • AIReactorControl AIReactorControl: Manages AI reactor, data & emotions.
        • AIReactorControl.h AIReactorControl: Manages data, emotions, reflexes & autonomous function learning.
        • AIReactorControl.m AIReactorControl: Manage reactor commitment, outputs & mind value creation.
      • AIThinkingControl AI-powered optimization and analysis.
        • AIThinkingControl.h AI Thinking Control Class: Properties, Methods, Energy
        • AIThinkingControl.m Controls AI input data processing and energy levels.
        • In AI-enhanced thinking and control utilities.
          • Model AI-enhanced time series recognition and memory control.
            • AIMatchAlgModel.h AIMatchAlgModel: Match Algorithm Objective-C Model
            • AIMatchAlgModel.m Match algorithm model with initializers and NSCoding.
            • AIMatchCansetModel.h AIMatchCansetModel: Single Barcode Recognition Result
            • AIMatchCansetModel.m Create new AIMatchCansetModel instance, set properties.
            • AIMatchFoModel.h AI model for time-series recognition and feedback handling
            • AIMatchFoModel.m Class for model-based similarity computation with efficiency improvements.
            • AIShortMatchModel.h Rational TOR model with fuzzy matching for time series forecasts.
            • AIShortMatchModel.m AIShortMatchModel: Accesses model properties, urgent matches, partial & full matches.
            • AIShortMatchModel_Simple.h AIShortMatchModel_Simple: short-term AI memory model.
            • AIShortMatchModel_Simple.m AIShortMatchModel_Simple implementation
            • ShortMatchManager.h ShortMatchManager: Interface for managing short-term AI memory.
            • ShortMatchManager.m ShortMatchManager: Manages array of AIShortMatchModel objects.
          • TIUtils.h Utility functions for AI concept and temporal recognition.
          • TIUtils.m AI optimization, bug fixes, and logging improvements
        • Out AI control, decision-making, task optimization, model utilities.
          • Model AI models for decision-making and task optimization, base class with NSCoding protocol for model objects.
            • ISubDemandDelegate.h ISubDemandDelegate: Protocol for managing child tasks
            • ISubModelsDelegate.h Submodel Delegate Protocol for SMG Project
            • ITryActionFoDelegate.h ITryActionFoDelegate: Attach R, P, HN, and GL tasks, actionFoModels array.
            • TOAlgModel.h AI model class for decision-making, inherits TOModelBase, updates feedbackAlg.
            • TOAlgModel.m Defines class for storing models and demands, conforming to NSCoding.
            • TOFoModel.h TOFoModel: Time-sequence AI model for SMG_NothingIsAll
            • TOFoModel.m TOFoModel: Initializes class, calculates scores and updates dictionaries.
            • TOModelBase.h TOModelBase: Base NSObject, NSCoding, decision-making optimized class.
            • TOModelBase.m Base class with NSCoding protocol for model objects
          • TOUtils.h TOUtils: Concept, search, abstract, match utilities for "SMG_NothingIsAll."
          • TOUtils.m TOUtils: Demands, tasks, sub-models utilities.
        • README.md AI architecture improvements and restructuring code layout.
        • TCAction TCAction: TOFoModel class methods and spiral architecture implementation
          • TCAction.h TCAction: TOFoModel class method, TCResult returns
          • TCAction.m Spiral architecture action implementation
        • TCActYes TCActYes: Objective-C and Swift classes for ActYes prediction and analysis.
          • TCActYes.h TCActYes: Objective-C class with input model methods and frameActYes.
          • TCActYes.m Swift class for ActYes prediction, demand updates, and analysis.
        • TCCanset Automating text analysis with sceneModel conversions.
          • AICansetModel.h Can-set analysis classes for TCSolution competition and AIRank decision-making.
          • AICansetModel.m AICansetModel: Initializes AI model with scene, father & brother getters.
          • FrontIndexDicModel.h FrontIndexDicModel: Front-section condition fulfillment model class.
          • FrontIndexDicModel.m FrontIndexDicModel class implementation with protected instance vars and designated initializer.
          • TCCanset.h TCCanset: Convert sceneModel to cansets using algo 29069.
          • TCCanset.m Analyzes scene, retrieves transfer Cansets for text classification.
        • TCDemand Energy modeling for decision loop updates
          • Model TC Demand Model: Forecasts user needs with data, methods.
            • DemandManager.h Manages P&R tasks, updates CMV cache in SMG_NothingIsAll.
            • DemandManager.m DemandManager: Manages, calculates, sorts, selects, logs & clears demands.
            • DemandModel.h Demand Model: TOModelBase extension with time decay, candidate sets.
            • DemandModel.m Demand model class for SMG_NothingIsAll with NSCoder support
            • HDemandModel.h HDemandModel: Updated, Redundancy Discarded, New Feedback Field Added
            • HDemandModel.m HDemandModel: newWithAlgModel method returns initialized instance.
            • PerceptDemandModel.h Percept Demand Model class inheritance
            • PerceptDemandModel.m Header file for PerceptDemandModel in SMG_NothingIsAll project.
            • ReasonDemandModel.h ReasonDemandModel: Predict next move based on current state.
            • ReasonDemandModel.m ReasonDemandModel: Initialization, Data Preparation, Methods, NSCoding
          • TCDemand.h TCDemand: Task Class for Demand Formation
          • TCDemand.m Update energy values, demand pool, and decision loop in AIThinkingControl module.
        • TCEffect Manages TC efficiency, updates task status and triggers timers.
          • TCEffect.h Records Demand solution efficiency in TCEffect class.
          • TCEffect.m Updates task efficiency, triggers timers, and handles status for action index in cansets.
        • TCFeedback Manages memory, task recognition and improved feedback for short-match models.
          • TCFeedback.h TCFeedback class header with 4 feedback methods for short-match models.
          • TCFeedback.m Manages memory, task recognition and improved feedback.
        • TCForecast SMG Project: Two forecast methods, improved thinking control.
          • TCForecast.h TCForecast: Two forecast methods in SMG project.
          • TCForecast.m Improved thinking control forecasts with multi-trigger support.
        • TCInput AI Control for SMG_NothingIsAll Input Management
          • TCInput.h Input methods for SMG_NothingIsAll AI system in TCInput header file.
          • TCInput.m TCInput: AI control for SMG_NothingIsAll, manages updates and triggers.
        • TCLearning AI-enhanced abstract concept learning for decision-making.
          • AIAnalogy.h AI Analogy Class with Fo Pattern for Reasoning
          • AIAnalogy.m Machine learning analogy mapping for Fo nodes.
          • TCLearning.h Learning algorithms class for SMG_NothingIsAll project.
          • TCLearning.m TCLearning: Iterative decision-making through abstract concept learning.
        • TCOut TCOut: AI model output processing with TCResult from TOAlgModel.
          • TCOut.h TCResult from TOAlgModel using TCOut class.
          • TCOut.m Output processing for AI model. Status updates and HDemand checks.
        • TCPlan Optimal AI planning, TCResult, and rootDemand.
          • TCPlan.h TCPlan: TCResult from rootDemand, Fo model & scoreDic
          • TCPlan.m Optimal AI planning with four modes and cached data.
        • TCRealact TCRealact: Imports Foundation, checks real-act for optimal results
          • TCRealact.h TCRealact: Imports Foundation, checks real-act for best result in AICanSetModel.
          • TCRealact.m Replaces empty concepts with specific ones, outputs best solution.
        • TCRecognition AI-driven sequence optimization and recognition.
          • AIAnalyst.h Analyze, Compare & Set Protocol Variables.
          • AIAnalyst.m Calculates similarity between sparse codes using "compareCansetValue" algorithm.
          • TCRecognition.h TCRecognition: Recognition and learning methods for models and data.
          • TCRecognition.m AI sequence recognition and behavioral analysis with feedback.
          • TCRecognitionUtil.h Get V importance dictionary from AI model in TCRecognitionUtil.
          • TCRecognitionUtil.m Optimizes, logs, performs array calculations for object recognition.
        • TCRefrection TCRefrection: Reflection-based AIThinkingControl methods
          • TCRefrection.h TCRefrection: Class interface for AIThinkingControl refrection methods
          • TCRefrection.m 反思": Reflection scores, updates, passes/fails, logs using DebugE.
        • TCRegroup Regroups short-term memory models, processes CMV nodes.
          • TCRegroup.h Regroups short match models and feedback frames for algorithms.
          • TCRegroup.m TCRegroup: Regroups short-term memory, processes CMV nodes.
        • TCRethink Updating ML reasoning through AI frames and abstract representation.
          • TCRethink.h Rethinking class with rational, emotional reflection and 4 feedback methods.
          • TCRethink.m Update ML model's reasoning with abstract updates and debugging.
          • TCRethinkUtil.h TCRethinkUtil: Performs operation on FoNode and executes itemRunBlock.
          • TCRethinkUtil.m Updates SPEFF based on AI frame's abstract representation.
        • TCScene Scene tree generation for efficient retrieval.
          • AISceneModel.h AISceneModel: SMG scene model class with parent, type, root, and new instance methods.
          • AISceneModel.m Create new scene models with base, type, and scene parameters.
          • TCScene.h TCScene: Class for demand-based scene tree generation.
          • TCScene.m Retrieves scene tree data, filters, and converts into AISceneModel objects.
        • TCScore Calculate comprehensive scores for strategies, considering TC and TOQueue.
          • TCScore.h Calculate comprehensive score using TC and TOQueue.
          • TCScore.m Calculates comprehensive scores for solution models, evaluating and ranking strategies.
        • TCSolution Handles demand, checks validity, prioritizes fast thinking.
          • TCSolution.h TCSolution: Solution Class, TOModelBase Input, EndScore Required
          • TCSolution.m TC Solution: Handles demand, checks validity, prioritizes fast thinking.
          • Util AI-powered fast & slow thinking solutions for facial recognition optimization.
            • TCSolutionUtil.h TCSolutionUtil: Fast and Slow Thinking Solutions with AIMatchFoModel.
            • TCSolutionUtil.m Optimizes facial recognition and image analysis with AI performance updates.
        • TCTransfer AITransferModel: Handles AI scene-to-scene data transfer
          • AITransferModel.h Represents scene-canset relationship in AI system.
          • AITransferModel.m Defines AITransferModel class, conforming to NSCoding for encoding/decoding.
          • TCTransfer.h Handles feature migration in SMG_NothingIsAll project.
          • TCTransfer.m Manages canset transfers, updates counts, Father & I scenes. Data prep, mappings, search algorithms.
        • Util AI-powered optimization and evaluation.
          • AIFilter.h AI Filter class with various filtering methods.
          • AIFilter.m Optimized concept recognition filter, limits 4 matches, selects strongest items.
          • AIRank.h Calculate rankings in concept recognition, time series, and solution finding.
          • AIRank.m Calculates ranks for AI models, optimizes with caching.
          • AIScore.h Evaluate AI performance using AIScore class.
          • AIScore.m Urgent AI scoring in game environments with caching.
          • Model AI-TC Utils: AI Task Results Classes
            • TCResult.h TCResult: TO execution results class with status, message, delay, step info.
            • TCResult.m Task result representation class with instance creation and property chaining.
          • ThinkingUtils.h Utility functions for AI thinking control system.
          • ThinkingUtils.m Utility methods for CMV and demand control in Objective-C.
      • ReadMe.h ReadMe.h: Project instructions, tasks, future suggestions
      • SMGConfig.h SMGConfig.h: SMG_NothingIsAll config settings
      • SMGEnum.h SMG Enum: AI, Charging, Signals, Targets
    • AppDelegate.h AppDelegate: UIResponder subclass, adopts UIApplicationDelegate.
    • AppDelegate.m Initializes AppDelegate, manages UI, Umeng integration.
    • Base.lproj
      • LaunchScreen.storyboard Launch screen view controller layout (iOS app, Auto Layout, Xcode 8)
    • CortexAlgorithms Brain signal processing algorithms for SMG.
      • CortexAlgorithmsUtil.h CortexAlgorithmsUtil: Cortex-based algorithms in SMG_NothingIsAll.
      • CortexAlgorithmsUtil.m Max loop code value by string comparison.
      • Imv Imv algorithms for hunger model
        • ImvAlgsHungerModel.h HungerModel header file, subclass of ImvBadModel.
        • ImvAlgsHungerModel.m ImvAlgsHungerModel class implementation by Jia on Feb 6, 2018.
        • ImvAlgsHurtModel.h ImvAlgsHurtModel: ImvBadModel subclass, 2021 XiaoGang.
        • ImvAlgsHurtModel.m Hurt model algorithms in ImvAlgsHurtModel class.
      • README.md Sparse coding algorithm for images & audio, API access.
      • Vision AI Vision Algorithms & Redis Measurements
        • AIVisionAlgs.h AIVisionAlgs: virtual vision algorithms class with properties, commitView method.
        • AIVisionAlgs.m Enhanced AIVisionAlgs with commit method, speed/distance measurement for Redis
        • AIVisionAlgsModel.h Updated AIVisionAlgsModel with new distance property and removed objectives.
        • AIVisionAlgsModel.m AI Vision Algorithms Model, SMG_NothingIsAll.
    • Demo AI demos highlighting customization
      • Adapter AI battery-hunger monitoring adapter.
        • DemoCharge.h DemoCharge class in DemoCharge.h
        • DemoCharge.m Initilizes DemoCharge object, sets up battery monitoring, defines methods.
        • DemoHunger.h DemoHunger class header with commit method.
        • DemoHunger.m Initializes and monitors battery-hunger levels for AI processing.
      • BirdGrowPage BirdGrowPage: Managing bird life.
        • BirdGrowPage.h BirdGrowPage class header with bird birth position
        • BirdGrowPage.m BirdGrowPage: Managing bird actions, view, food interaction, and movement.
      • BirdLivePage Live bird tracking with food notifications
        • BirdLivePage.h BirdLivePage.h: HEViewController subclass, 2018.
        • BirdLivePage.m BirdLivePage: Bird, Road, Tree Views with Food Retrieval
        • Model Bird position, time tracking models for game objects.
          • HitItemModel.h HitItemModel: Position, Bird, Time, Duration for game objects.
          • HitItemModel.m HitItemModel implementation file for SMG_NothingIsAll project.
        • View Interactive bird tracking UI, delegate and observer pattern, tree management, food notifications, WoodView.
          • BirdView.h BirdView: UIView, page view delegate, hit food tracking.
          • BirdView.m Manages bird actions, animations, and interactions. Observer pattern for notifications.
          • CarView.h CarView class for car functionality and food data retrieval.
          • CarView.m Initializes CarView, sets animation, iterates foods array.
          • FoodView.h FoodView: Food Status, Hit Handler
          • FoodView.m Initializes FoodView with border appearance and hit response.
          • LightView.h Header for LightView class inheriting HEView, defines delegate & properties.
          • LightView.m Manages green/red light display in iOS with timer and delegate.
          • RoadView.h RoadView: HEView-derived, food access via roadView_GetFoodInLoad.
          • RoadView.m Initializes RoadView, sets properties, conforms to protocols, displays refresh and food retrieval.
          • TreeView.h TreeView header file, inherits HEView, copyrighted.
          • TreeView.m TreeView setup, NSTreeController management, food notifications.
          • WoodView.h WoodView header: ThrowTime constant, WoodViewDelegate protocol, reset, throwV5.
          • WoodView.m WoodView: view management, animation, collision detection.
      • Extension Customizable UILabel extension with borders, shadows, and logs.
        • BorderLabel.h Customizable border UILabel class header
        • BorderLabel.m Custom UILabel with border and shadow
        • HEView.h Uniquely tagged view with initTime property.
        • HEView.m HEView: Initializes, tags, stores time
        • HEViewController.h HEViewController: UIViewController subclass with init methods for view, data, and display.
        • HEViewController.m Initializes views and data on viewDidLoad, status bar always visible, back button to main page.
        • MathUtils.h MathUtils: Utilities for data range, rect ops & cooling calculations
        • MathUtils.m MathUtils: Transform, CGRect manipulation & temperature adjustment
        • MBProgressHUD+Add.h MBProgressHUD extension with customizable error/success messages.
        • MBProgressHUD+Add.m Customizable HUD notifications with icons
        • NSFile+Extension.h Gather subfiles, folders in given path.
        • NSFile+Extension.m Retrieves files, filters by directory types.
        • NSLog+Extension.h NSLog extension for detailed logging.
        • NSLog+Extension.m Converts enums to strings and extends NSLog with 3 methods.
        • RuntimeInvoker.h Invoker: Runtime selector invocation for NSObject and NSString categories.
        • RuntimeInvoker.m Invocation handler for NSObject methods
        • UIColor+expanded.h RGB manipulation, luminance mapping, color representation extension.
        • UIColor+expanded.m Extended UIColor manipulation with darkening, conversions, and more.
        • UIView+Extension.h UIView extension for size, position, subviews, superview ops.
        • UIView+Extension.m UIView extension for simple frame manipulation & subview operations.
        • XGDelegate.h XGDelegate.h: Alternative block syntax with varying parameters and return types.
      • Foundation+Log.m Improved log string readability for NSArray description method.
      • MainPage MainPage: Header, implementation with views and data.
        • MainPage.h MainPage header file, empty class.
        • MainPage.m MainPage implementation: views, data, gestures, titles, listeners.
      • SMGPrefixHeader.pch Universal iOS app precompiled header file.
      • TestHungryPage Empty header with UI and battery/hunger state testing.
        • TestHungryPage.h Empty header for "TestHungryPage" class.
        • TestHungryPage.m TestHungryPage.m: UI, views, slider control, battery/hunger state.
    • Extension Thread-safe, concurrent collections management and extension methods for object properties encryption.
      • AsyncMutableArray.h Thread-safe, mutable array operations for multi-threaded usage.
      • AsyncMutableArray.m Async Mutable Array: Thread-safe, GCD-based.
      • AsyncMutableDictionary.h Asynchronous AsyncMutableDictionary management.
      • AsyncMutableDictionary.m Thread-safe, concurrent NSMutableDictionary implementation using GCD's dispatch_queue.
      • NSObject+Extension.h Converts object to mutable dictionary with parent properties.
      • NSObject+Extension.m Get recursive dictionary of object properties with optional parent inclusion.
      • NSString+Extension.h MD5-encryption, double-to-string NSString category.
      • NSString+Extension.m NSString extension: MD5, double conversion, reverse search.
    • Info.plist OS app Info.plist properties
    • main.m SMG_NothingIsAll iOS app main entry, UIKit import.
    • Test Test AI vision exception handling and critical backtesting module.
      • AITest.h Unit testing class AITest with 29 functions, critical backtesting module.
      • AITest.m Test AI vision exception handling and type correctness.
  • ThirdParty Extensive customizable tools for dev/debug efficiency.
    • MemManager Efficient UIView memory management.
      • MemManager.h Memory management class with save/read functions
      • MemManager.m Clears memory, backs up data, logs progress.
      • MemManagerWindow.h Manages window in "SMG_NothingIsAll" UIView class.
      • MemManagerWindow.m Manages window, views, memory in MemManagerWindow.
      • README.md Manage memory operations for HE.
    • RLTrainer RLTrainer: Third-party tool for model training, demo automation, and reinforcement learning.
      • Model Model directory for third-party RLTrainer library.
        • RTModel.h RTModel: RTModel class header with register, queue, invoke, clear functions.
        • RTModel.m RTModel: Queue management, pause, register, report, invoke.
        • RTQueueModel.h RTQueueModel: Foundation subclass, name & arg0 properties, create method.
        • RTQueueModel.m RTQueueModel: Class, newWithName:arg0: Initializer
      • README.md Reinforcement learning trainer for demo automation and stability.
      • RLTrainer.h RLTrainer: Reinforcement learning, game selectors, actions, trainer class, pause commands.
      • RLTrainer.m Singleton manages panels, queues, and training processes.
      • View RLTrainer's dynamic UI for reinforcement learning games
        • RLTPanel.h RLTrainer's RLTPanel header file. Reinforcement learning UI panel with delegate support.
        • RLTPanel.m Trains AI for 300-round game with dynamic UI and updates.
    • SMGNetVision Third-party SMGNetVision library for neural network visualization.
      • Core Network visualization core components.
        • Model SMGNetVision: Compare nodes for model formation and validation.
          • NodeCompareModel.h Compare two nodes for model formation.
          • NodeCompareModel.m NodeCompareModel: Compare objects against stored node data, return true if equal.
        • NVViewUtil.h Utility functions for 2D line and point operations.
        • NVViewUtil.m Checks line data, calculates Euclidean distance and angles in NVViewUtil.
        • Util SMGNetVision Core Utilities Directory
          • NVModuleUtil.h NVModuleUtil: Utility class for managing data groups with relationship checks.
          • NVModuleUtil.m NVModuleUtil: Utilities for grouping and merging nodes in SMGNetVision.
        • View Network visualization UI components directory.
          • NVLineView.h UIView subclass with data and light properties.
          • NVLineView.m NVLineView initialization and layout adjustment.
          • NVModuleView.h NVModuleView interface and methods for network module view.
          • NVModuleView.m NVModuleView: Module view classes with default, interaction, and network connection drawing.
          • NVNodeView.h NVNodeView: UIView subclass with delegate, light string, title, and show time management.
          • NVNodeView.m Manages views, touch events, and delegates.
          • NVView.h NVView: Handles node data, adds nodes, force mode in SMGNetVision.
          • NVView.m NVView Controller Initializes Network Visualization
      • HE Custom UIView class for graph/network visualization
        • CustomAddNodeWindow.h Custom UIView class for adding nodes in graph/network systems.
        • CustomAddNodeWindow.m CustomAddNodeWindow: UIViewController handling button clicks, initializing data and display.
        • LongTipWindow.h LongTipWindow header: UIView subclass, setData method, copyright XiaoGang.
        • LongTipWindow.m Manages LongTipWindow node data in network visualization app
        • NVDelegate_He.h He's neural network delegate for SMG_NothingIsAll project
        • NVDelegate_He.m Manages nodes, search, and UI interactions.
        • NVHeUtil.h Node size, light description, and type identification functions.
        • NVHeUtil.m Processes light data in "SMG_NothingIsAll" with arrays.
      • NVConfig.h NVConfig: Node, Module, Notification constants.
      • NVHeader.h SMGNetVision header: includes, defines DirectionType.
      • ReadMe.md SMGNetVision: Neural network visualization tool, improved UI and performance.
    • TCDebug Advanced TC debugging library for iOS apps performance analysis.
      • README.md TC Debug Tool: Advanced TC Performance Analysis
      • TCDebug.h TCDebug: Performance debugging class for single modules.
      • TCDebug.m Debugging utilities for iOS applications.
    • TOModelVision Visualizing TOModelBase memory models
      • README.md TOModelVision: Initial Memory Visualization - Unordered Sequence Logs
      • TOModelVision.h TOModelVision: Class for visualizing memory models' relationships.
      • TOModelVision.m Converts current model to sub-visualization log.
      • TOModelVisionUtil.h Utility class for TOModelVision, converts current model to unordered list model array
      • TOModelVisionUtil.m Converts TOModelBase to UnorderedItemModel arrays, returns hierarchical structure.
      • UnorderItemModel.h UnorderedItemModel class in Objective-C
      • UnorderItemModel.m Declares "UnorderItemModel" class for SMG_NothingIsAll project, ©2021 XiaoGang.
    • TOMVision2 TOMVision2 third-party customizable panel resources.
      • Line TOMVision2: Customizable tree growth timeline UIView library
        • TVLineView.h TVLineView: UIView subclass, refreshes display with data for A&B nodes.
        • TVLineView.m TOMVision2: Line visualization UIView.
        • TVTimeLine.h TVTimeLine: UIView class for tree growth timeline drawing.
        • TVTimeLine.m Customizable curve line with adjustable width, color, and refresh.
      • Model TOMVisionItemModel: TOModel data class with NSCoding protocol.
        • TOMVisionItemModel.h TOMVisionItemModel: Single frame TOModel data class.
        • TOMVisionItemModel.m Archive and unarchive TOMVisionItemModel with NSCoding protocol.
      • Panel Customizable TOMVision2 Panel for video control and settings
        • TVideoWindow.h TVideoWindow: UIView with delegate, file ops, open/close methods.
        • TVideoWindow.m Manages TVideoWindow view, sorts video paths by creation time.
        • TVPanelView.h TVPanelView: UIView subclass for playback control panel
        • TVPanelView.m TVPanelView: Video playback, UI actions, list management.
        • TVSettingWindow.h TVSettingWindow: UIView subclass with 4 Boolean props & window control methods.
        • TVSettingWindow.m Initialize, handle open/close, update colors, define button actions, use auto layout.
      • README.md TOMVision2: Visualizing & Animating Multiple Frames of Working Memory Trees.
      • TOMVision2.h TOMVision2 UIView class definition with methods for frame updates and network control.
      • TOMVision2.m TOMVision2: View size, focus, events management.
      • Util TOMVision2 Utilities: TVUtil for model updates and operations.
        • TVUtil.h TVUtil.h: Header file with TVUtil class for TOMVisionItemModel updates and operations.
        • TVUtil.m TVUtil: Count diffs, dict changes, indices, rect area checks. Objective-C offsets, formats.
      • View UI components & scaling in TOMVision2 View
        • TOMVisionAlgView.h TOMVisionAlgView: TOMVisionNodeBase subclass header file.
        • TOMVisionAlgView.m TOMVisionAlgView: Overrides initView, refreshDisplay, getNodeDesc.
        • TOMVisionDemandView.h TOMVisionDemandView: Class in SMG_NothingIsAll project.
        • TOMVisionDemandView.m Initializes view, updates display based on data, retrieves matchFo.
        • TOMVisionFoView.h TOMVisionFoView: TOMVisionNodeBase subclass header file, created 3/15/2022 by jia.
        • TOMVisionFoView.m Initializes view, calculates sum, updates UI text.
        • TOMVisionNodeBase.h TOMVisionNodeBase: UIView subclass with props & methods for node display, refresh, compare, and scaling.
        • TOMVisionNodeBase.m Initializes and configures TOMVisionNodeBase with subviews and resizing methods.
    • XGConfig Real-time config management for HE system, singleton, defaults, directories, config changes.
      • README.md Custom config file, real-time value changes, HE system.
      • XGConfig.h XGConfig: Configuration access and management.
      • XGConfig.m XGConfig: Singleton, defaults, directories, config changes.
    • XGDebug XGDebug: Performance Debugging Tools & Custom UIView
      • README.md Analyze slow code blocks, display percentage of execution time, TableView format.
      • XGDebug.h Performance debugging tool for disk operations and modules.
      • XGDebug.m XGDebug: Debugging utility for XGDebugModel objects.
      • XGDebugModel.h XGDebugModel: Key, Time, Count, Read/Write.
      • XGDebugModel.m XGDebugModel implementation by jia, 2022.
      • XGDebugTV.h XGDebugTV: UITableView subclass with data update method.
      • XGDebugTV.m XGDebugTV: Table View Class with UITableViewDelegate/DataSource.
      • XGLabCell.h Customizable UITableViewCell class in SMG project
      • XGLabCell.m XGLabCell: UIView subclass with customizable UILabel.
    • XGLog Third-party log utility and UI tool directory.
      • HeLogHeader.h XiaoGang's SMG_NothingIsAll project header file.
      • HeLogModel.h HeLogModel: XGWedis log model with add, retrieve, clear capabilities.
      • HeLogModel.m HeLogModel: Initializes, sets timer, methods, MD5 hashing, disk saving.
      • HeLogUtil.h Logging utility class for filtering, generating data identifiers, and calculating MD5 values.
      • HeLogUtil.m Filter, find identifiers and MD5 hashes in timestamps.
      • HeLogView.h HeLogView: UIView class for log management and display.
      • HeLogView.m HeLogView: Display, Filter, Manage Logs
      • README.md HELog: Logging tool, UI display, filtering, PINCache/MASConstraint dependencies
    • XGRedis Redis optimization and utilities with Objective-C binary search
      • README.md Automatic memory caching for db performance.
      • XGRedis.h XGRedis: Class for Redis Database Interaction
      • XGRedis.m Singleton XGRedis class with cache management methods
      • XGRedisDictionary.h XGRedisDictionary: Custom Sync Dictionary with Recycling GC
      • XGRedisDictionary.m Redis key-value storage with methods, async handling
      • XGRedisUtil.h XGRedisUtil: Comparison, Binary Search Functions
      • XGRedisUtil.m Binary search utilities for Objective-C.
    • XGWedis Asynchronous, interval support, Redis command handler, thread management, dictionary saving.
      • README.md Asynchronous write function with interval support in XGWedis.
      • XGWedis.h Asynchronous persistence with saveBlock customization. Deprecated delegates, observers.
      • XGWedis.m XGWedis: Redis command handler, thread management, dictionary saving.