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Designed and Developed by Keshav Lingala
Blazing fast with Gatsby and Emotion
\ No newline at end of file diff --git a/aakarshan/index.html b/aakarshan/index.html index 8ba1dcbe..0086fed4 100644 --- a/aakarshan/index.html +++ b/aakarshan/index.html @@ -1,4 +1,4 @@ -Social Media Platform (Aakarshan Artboard) | Keshav Lingala
Designed and Developed by Keshav Lingala
Blazing fast with Gatsby and Emotion
\ No newline at end of file diff --git a/admin-dashboard/index.html b/admin-dashboard/index.html index ce73c6b6..f83e3a2d 100644 --- a/admin-dashboard/index.html +++ b/admin-dashboard/index.html @@ -1,4 +1,4 @@ -Smart Conference IOT Room Admin Dashboard | Keshav Lingala
Designed and Developed by Keshav Lingala
Blazing fast with Gatsby and Emotion
\ No newline at end of file diff --git a/algorithm-analyzer/index.html b/algorithm-analyzer/index.html index fac2e436..ddf20903 100644 --- a/algorithm-analyzer/index.html +++ b/algorithm-analyzer/index.html @@ -1,4 +1,4 @@ -Python GUI App to Analyze Sorting Algorithms | Keshav Lingala
Designed and Developed by Keshav Lingala
Blazing fast with Gatsby and Emotion
\ No newline at end of file diff --git a/angular2-timeline/index.html b/angular2-timeline/index.html index a84c94da..82bb8355 100644 --- a/angular2-timeline/index.html +++ b/angular2-timeline/index.html @@ -1,4 +1,4 @@ -Angular Library: angular2-timeline | Keshav Lingala
Designed and Developed by Keshav Lingala
Blazing fast with Gatsby and Emotion
\ No newline at end of file diff --git a/bigdata/index.html b/bigdata/index.html index 960969d9..ae74cf89 100644 --- a/bigdata/index.html +++ b/bigdata/index.html @@ -1,4 +1,4 @@ -Real time Processing of Splitwise Data using Bigdata Technologies | Keshav Lingala
Designed and Developed by Keshav Lingala
Blazing fast with Gatsby and Emotion
\ No newline at end of file diff --git a/block-vote/index.html b/block-vote/index.html index 0e6b9dc5..e7bbb81a 100644 --- a/block-vote/index.html +++ b/block-vote/index.html @@ -1,4 +1,4 @@ -Voting Application using Blockchain Technologies BlockVote | Keshav Lingala
Designed and Developed by Keshav Lingala
Blazing fast with Gatsby and Emotion
\ No newline at end of file diff --git a/bump/index.html b/bump/index.html index 52a99516..a37ddd87 100644 --- a/bump/index.html +++ b/bump/index.html @@ -1,4 +1,4 @@ -Business Unit to Manage Potholes | Keshav Lingala
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\ No newline at end of file diff --git a/chainreaction/index.html b/chainreaction/index.html index c4138744..61268179 100644 --- a/chainreaction/index.html +++ b/chainreaction/index.html @@ -1,4 +1,4 @@ -Chain Reaction Game with AI (Minimax Algorithm) | Keshav Lingala
Designed and Developed by Keshav Lingala
Blazing fast with Gatsby and Emotion
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Designed and Developed by Keshav Lingala
Blazing fast with Gatsby and Emotion
\ No newline at end of file diff --git a/floyd-visualizer/index.html b/floyd-visualizer/index.html index c86b8a49..4a264f59 100644 --- a/floyd-visualizer/index.html +++ b/floyd-visualizer/index.html @@ -1,4 +1,4 @@ -Graph Algorithm Learning: Introducing My Interactive Educational Platform | Keshav Lingala
Designed and Developed by Keshav Lingala
Blazing fast with Gatsby and Emotion
\ No newline at end of file diff --git a/havmor-movies/index.html b/havmor-movies/index.html index 5e537f1d..593dfb3a 100644 --- a/havmor-movies/index.html +++ b/havmor-movies/index.html @@ -1,4 +1,4 @@ -Havmor Movies Web app | Keshav Lingala
Designed and Developed by Keshav Lingala
Blazing fast with Gatsby and Emotion
\ No newline at end of file diff --git a/index.html b/index.html index bdce03f6..2f7d3c15 100644 --- a/index.html +++ b/index.html @@ -1,4 +1,4 @@ -Profile | Keshav Lingala
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Skills & Languages

  • Java & Server Side Development
  • Full Stack Web Development
  • Cloud Technologies and DevOps
  • Database Design and Management
  • Automation scripting
  • All Skills
  • Angular
  • Ansible
  • Apache Cassandra
  • Apache Hadoop
  • Apache Kafka
  • Apache Spark
  • Arduino
  • AWS
  • Azure
  • Bash
  • Bootstrap
  • C++
  • CSS
  • Docker
  • Gatsby
  • Git
  • Google Cloud
  • HTML
  • Java
  • Javascript
  • Jenkins
  • Keras
  • Kotlin
  • Kubernetes
  • MongoDB
  • MySQL
  • Neural Networks
  • NodeJS
  • Oracle
  • Postgresql
  • Python
  • React
  • Spring Boot
  • TensorFlow
  • Typescript

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Designed and Developed by Keshav Lingala
Blazing fast with Gatsby and Emotion
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Designed and Developed by Keshav Lingala
Blazing fast with Gatsby and Emotion
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The project is divided into two parts. The first part is to process the data in real time and the second part is to process the data in batch mode. The project is implemented using Kafka, Spark, Spring Boot, Cassandra, Docker, Docker Compose.\",\n \"featuredImage\": \"feature.png\",\n \"date\": \"1 May 2023\",\n \"code\": \"https://github.com/keshavlingala/SplitwiseRealtimeDataProcessing\"\n};\nvar layoutProps = {\n _frontmatter: _frontmatter\n};\nvar MDXLayout = \"wrapper\";\nreturn function MDXContent(_ref) {\n var components = _ref.components,\n props = _objectWithoutProperties(_ref, _excluded);\n return mdx(MDXLayout, _extends({}, layoutProps, props, {\n components: components,\n mdxType: \"MDXLayout\"\n }), mdx(\"h1\", null, \"Real time Processing of Splitwise Data using Bigdata Technologies\"), mdx(\"h2\", null, \"Introduction\"), mdx(\"p\", null, \"Splitwise is a free tool for friends and roommates to track bills and other shared expenses, so that everyone gets paid\\nback. 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The project is divided into two parts. The first part is to process the data in real time and the second part is to process the data in batch mode. The project is implemented using Kafka, Spark, Spring Boot, Cassandra, Docker, Docker Compose.\",\n \"featuredImage\": \"feature.png\",\n \"date\": \"1 May 2023\",\n \"code\": \"https://github.com/keshavlingala/SplitwiseRealtimeDataProcessing\"\n};\nvar layoutProps = {\n _frontmatter: _frontmatter\n};\nvar MDXLayout = \"wrapper\";\nreturn function MDXContent(_ref) {\n var components = _ref.components,\n props = _objectWithoutProperties(_ref, _excluded);\n return mdx(MDXLayout, _extends({}, layoutProps, props, {\n components: components,\n mdxType: \"MDXLayout\"\n }), mdx(\"h1\", null, \"Real time Processing of Splitwise Data using Bigdata Technologies\"), mdx(\"h2\", null, \"Introduction\"), mdx(\"p\", null, \"Splitwise is a free tool for friends and roommates to track bills and other shared expenses, so that everyone gets paid\\nback. 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\"image/png\"\n }), \"\\n \", mdx(\"img\", {\n parentName: \"picture\",\n \"className\": \"gatsby-resp-image-image\",\n \"src\": \"/static/58b81fc144eebc1ed208dc2f0080a483/5a190/AddUser.png\",\n \"alt\": \"Add User Key\",\n \"title\": \"Add User Key\",\n \"loading\": \"lazy\",\n \"style\": {\n \"width\": \"100%\",\n \"height\": \"100%\",\n \"margin\": \"0\",\n \"verticalAlign\": \"middle\",\n \"position\": \"absolute\",\n \"top\": \"0\",\n \"left\": \"0\"\n }\n }), \"\\n \"), \"\\n \")), mdx(\"li\", {\n parentName: \"ul\"\n }, \"Spark Analysis service will stop automatically after reports are generated\"), mdx(\"li\", {\n parentName: \"ul\"\n }, \"Generated CSV can be interpreted directly using excel or any other tool and can be visualized using any visualization\\ntool like Tableau, Power BI, etc.\")));\n}\n;\nMDXContent.isMDXComponent = true;"}},"pageContext":{"id":"2ff45148-fa76-55b3-971c-f1435e66906f"}},"staticQueryHashes":["2719584231","275038021","88970343"]} \ No newline at end of file diff --git a/page-data/block-vote/page-data.json b/page-data/block-vote/page-data.json index 353e0972..8b545c3a 100644 --- a/page-data/block-vote/page-data.json +++ b/page-data/block-vote/page-data.json @@ -1 +1 @@ -{"componentChunkName":"component---src-components-post-layout-jsx","path":"/block-vote","result":{"data":{"mdx":{"id":"f55a8cbd-0249-5c18-9ef4-27c62e5ea16e","frontmatter":{"description":"A Blockchain based Voting Application using Angular, Truffle, Solidity, Web3, Ganache, Sepolia, Material Design","tags":["Angular Application","Angular Multi module","Truffle","Material Design","Keshav Lingala","Keshav Reddy","Keshav Reddy Lingala","Lingala Keshav Reddy","Keshav"],"title":"Voting Application using Blockchain Technologies BlockVote","code":"https://github.com/keshavlingala/BlockVote","code2":null,"date":"7 May 2023","demo":null,"featuredImage":{"childImageSharp":{"fixed":{"src":"/static/279f4873d5d0dc42a0382a3357891615/497c6/feature.png"}}}},"body":"var _excluded = 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Object.assign.bind() : function (n) { for (var e = 1; e < arguments.length; e++) { var t = arguments[e]; for (var r in t) ({}).hasOwnProperty.call(t, r) && (n[r] = t[r]); } return n; }, _extends.apply(null, arguments); }\nfunction _objectWithoutProperties(e, t) { if (null == e) return {}; var o, r, i = _objectWithoutPropertiesLoose(e, t); if (Object.getOwnPropertySymbols) { var n = Object.getOwnPropertySymbols(e); for (r = 0; r < n.length; r++) o = n[r], t.indexOf(o) >= 0 || {}.propertyIsEnumerable.call(e, o) && (i[o] = e[o]); } return i; }\nfunction _objectWithoutPropertiesLoose(r, e) { if (null == r) return {}; var t = {}; for (var n in r) if ({}.hasOwnProperty.call(r, n)) { if (e.indexOf(n) >= 0) continue; t[n] = r[n]; } return t; }\n/* @jsxRuntime classic */\n/* @jsx mdx */\n\nvar _frontmatter = {\n \"title\": \"Voting Application using Blockchain Technologies BlockVote\",\n \"slug\": \"block-vote\",\n \"tags\": [\"Angular Application\", \"Angular Multi module\", \"Truffle\", \"Material Design\", \"Keshav Lingala\", \"Keshav Reddy\", \"Keshav Reddy Lingala\", \"Lingala Keshav Reddy\", \"Keshav\"],\n \"description\": \"A Blockchain based Voting Application using Angular, Truffle, Solidity, Web3, Ganache, Sepolia, Material Design\",\n \"featuredImage\": \"feature.png\",\n \"date\": \"7 May 2023\",\n \"code\": \"https://github.com/keshavlingala/BlockVote\"\n};\nvar layoutProps = {\n _frontmatter: _frontmatter\n};\nvar MDXLayout = \"wrapper\";\nreturn function MDXContent(_ref) {\n var components = _ref.components,\n props = _objectWithoutProperties(_ref, _excluded);\n return mdx(MDXLayout, _extends({}, layoutProps, props, {\n components: components,\n mdxType: \"MDXLayout\"\n }), mdx(\"h1\", null, \"BlockVote\"), mdx(\"p\", null, \"Secure and Transparent Elections: Implementing a Blockchain-Based Voting System\"), mdx(\"h2\", null, \"Introduction\"), mdx(\"p\", null, mdx(\"a\", {\n parentName: \"p\",\n \"href\": \"https://github.com/keshavlingala/BlockVote\"\n }, mdx(\"img\", {\n parentName: \"a\",\n \"src\": \"https://img.shields.io/badge/github-BlockVote-blue.svg\",\n \"alt\": \"Block-Vote\"\n }))), mdx(\"h2\", null, \"Project Description\"), mdx(\"p\", null, \"The application lets any user create campaigns, whoever creates the Campaign will be the Campaign's owner, and only he can\\nmodify the Campaign. Each Campaign will have candidates. The Campaign owner can only add candidates.\"), mdx(\"p\", null, \"In order to use the application, the user must install Metamask as a Blockchain wallet and connect to the respective network.\\nUsers with voting rights can vote.\"), mdx(\"p\", null, \"Moreover, the Campaign owner can make the Campaign Inactive. Everyone can see the votes and the Winner and Download the Results in PDF format. Each Campaign and candidate in the Campaign will have a unique blockchain address so It can be transparent, and all the vote transactions can be seen in transaction history and Etherscan.\\nUsers can always go to the help screen to understand the rules and see FAQs for better usability.\"), mdx(\"p\", null, \"The application is also accessible for visually impaired users using a voiceover when hovered over the screen.\\nThe application also supports multiple languages with a single click of a button.\"), mdx(\"h2\", null, \"Technical Details\"), mdx(\"ul\", null, mdx(\"li\", {\n parentName: \"ul\"\n }, \"Used Truffle to deploy smart contracts to Ganache and Sepolia Ethereum Network\"), mdx(\"li\", {\n parentName: \"ul\"\n }, \"Used Angular 11 and NX Workspace for front-end development\"), mdx(\"li\", {\n parentName: \"ul\"\n }, \"ng-web3 library to connect to Metamask and make blockchain transactions\"), mdx(\"li\", {\n parentName: \"ul\"\n }, \"Used Google's Material Design Standard 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a/page-data/chainreaction/page-data.json b/page-data/chainreaction/page-data.json index 6bc54038..01e5fb2d 100644 --- a/page-data/chainreaction/page-data.json +++ b/page-data/chainreaction/page-data.json @@ -1 +1 @@ -{"componentChunkName":"component---src-components-post-layout-jsx","path":"/chainreaction","result":{"data":{"mdx":{"id":"3b13035b-0b94-50ab-adaa-a0efdfeb360e","frontmatter":{"description":"Chain Reaction with Minimax is a web-based adaptation of the strategic board game, developed using Angular 15 and the Minimax algorithm. This project combines Angular's powerful web development framework with advanced AI to create an engaging multiplayer experience. Hosted on Firebase with a sleek Angular Material design, it offers both human and AI gameplay options, showcasing technical prowess in integrating AI strategies within a dynamic user interface for a challenging and enjoyable gaming encounter.","tags":["Angular Application","Angular Multi module","Javascript","Typescript","HTML","SCSS","Front-end Application","Keshav Reddy","Keshav Reddy Lingala","Lingala Keshav Reddy","Keshav"],"title":"Chain Reaction Game with AI (Minimax Algorithm)","code":"https://github.com/keshavlingala/ChainReactionMinMax","code2":null,"date":"14 Dec 2022","demo":"https://chainreactionai.web.app/","featuredImage":{"childImageSharp":{"fixed":{"src":"/static/c2bb899fdab0721c3fb22606ed2876fb/497c6/feature.png"}}}},"body":"var _excluded = [\"components\"];\nfunction _extends() { return _extends = Object.assign ? Object.assign.bind() : function (n) { for (var e = 1; e < arguments.length; e++) { var t = arguments[e]; for (var r in t) ({}).hasOwnProperty.call(t, r) && (n[r] = t[r]); } return n; }, _extends.apply(null, arguments); }\nfunction _objectWithoutProperties(e, t) { if (null == e) return {}; var o, r, i = _objectWithoutPropertiesLoose(e, t); if (Object.getOwnPropertySymbols) { var n = Object.getOwnPropertySymbols(e); for (r = 0; r < n.length; r++) o = n[r], t.indexOf(o) >= 0 || {}.propertyIsEnumerable.call(e, o) && (i[o] = e[o]); } return i; }\nfunction _objectWithoutPropertiesLoose(r, e) { if (null == r) return {}; var t = {}; for (var n in r) if ({}.hasOwnProperty.call(r, n)) { if (e.indexOf(n) >= 0) continue; t[n] = r[n]; } return t; }\n/* @jsxRuntime classic */\n/* @jsx mdx */\n\nvar _frontmatter = {\n \"title\": \"Chain Reaction Game with AI (Minimax Algorithm)\",\n \"slug\": \"chainreaction\",\n \"tags\": [\"Angular Application\", \"Angular Multi module\", \"Javascript\", \"Typescript\", \"HTML\", \"SCSS\", \"Front-end Application\", \"Keshav Reddy\", \"Keshav Reddy Lingala\", \"Lingala Keshav Reddy\", \"Keshav\"],\n \"description\": \"Chain Reaction with Minimax is a web-based adaptation of the strategic board game, developed using Angular 15 and the Minimax algorithm. This project combines Angular's powerful web development framework with advanced AI to create an engaging multiplayer experience. Hosted on Firebase with a sleek Angular Material design, it offers both human and AI gameplay options, showcasing technical prowess in integrating AI strategies within a dynamic user interface for a challenging and enjoyable gaming encounter.\",\n \"featuredImage\": \"feature.png\",\n \"date\": \"14 Dec 2022\",\n \"code\": \"https://github.com/keshavlingala/ChainReactionMinMax\",\n \"demo\": \"https://chainreactionai.web.app/\"\n};\nvar layoutProps = {\n _frontmatter: _frontmatter\n};\nvar MDXLayout = \"wrapper\";\nreturn function MDXContent(_ref) {\n var components = _ref.components,\n props = _objectWithoutProperties(_ref, _excluded);\n return mdx(MDXLayout, _extends({}, layoutProps, props, {\n components: components,\n mdxType: \"MDXLayout\"\n }), mdx(\"h1\", null, \"ChainReaction with Minimax\"), mdx(\"blockquote\", null, mdx(\"p\", {\n parentName: \"blockquote\"\n }, \"Live demo: \", mdx(\"a\", {\n parentName: \"p\",\n \"href\": \"https://chainreactionai.web.app/\"\n }, \"https://chainreactionai.web.app/\"))), mdx(\"h2\", null, \"ABSTRACT\"), mdx(\"p\", null, \"The chain reaction is a multiplayer game where each player will be assigned a color. It is a two - dimensional array\\nwhere each player gets a turn to choose a place on the board. After a player selects a cell on the board the counter on\\nthe cell increases, maximum of 3 in each counter else the counter splits to the adjacent rows or columns.\\nThe objective of the Chain Reaction is to take control of the board by eliminating your opponents' orbs.\\nPlayers take turns placing their orbs in a cell. Once a cell has reached critical mass the orbs explode into the\\nsurrounding cells adding an extra orb and claiming the cell for the player. A player may only place their orbs in a\\nblank cell or a cell that contains orbs of their own color. As soon as a player loses all their orbs they are out of the\\ngame.\\nWe created ChainReaction from the beginning and used MiniMax Algorithm in Typescript to build a web application with\\nAngular 15 Framework.\"), mdx(\"h2\", null, \"Introduction\"), mdx(\"p\", null, \"This project is a web application that has been developed in the Angular framework. It uses the Minimax Algorithm to\\nimplement the game of Chain Reaction. Chain Reaction is a two-player game where each player takes turns placing their\\npieces on the board in an attempt to take over the board. The goal of the game is to be the last player with pieces on\\nthe board.\\nThe web application is implemented using the Angular framework and is written in TypeScript. The Minimax Algorithm is\\nused to determine the best move for each player. The game also utilizes HTML5 and CSS3 for the user interface. The\\napplication is hosted on Firebase and can be accessed from any web browser.\\nThe application has a simple user interface that allows the user to easily set up the game, choose the board size, and\\nchoose the each player. The user can also choose to play against the computer ,against another human player, or\\nComputer-Computer with Human Interaction.\\nThe application also features a scoreboard that displays the current scores of each player. This scoreboard is updated\\nas each game progresses.\\nOverall, this project has implemented the game of Chain Reaction using the Minimax Algorithm in the Angular framework.\\nThe application is hosted on Firebase and can be accessed \", mdx(\"a\", {\n href: \"https://chainreactionai.web.app\"\n }, \"here\"), \".\"), mdx(\"h2\", null, \"Chain Reaction Game\"), mdx(\"p\", null, \"Chain Reaction is a deterministic, combinatorial game of perfect information for two to eight players. It was developed\\nby Buddy-Matt Entertainment for Android and can be downloaded from the Play\\nStore \", mdx(\"a\", {\n parentName: \"p\",\n \"href\": \"https://play.google.com/store/apps/details?id=com.BuddyMattEnt.ChainReaction&hl=en&=1\"\n }, \"here\"), \". A sample\\ngame playing on YouTube can be viewed \", mdx(\"a\", {\n parentName: \"p\",\n \"href\": \"https://www.youtube.com/watch?v=L15TaZbLUo0\"\n }, \"here\"), \".\"), mdx(\"p\", null, \"A combinatorial game is a two-player game with no randomization, such as flipping a coin or rolling a dice. All the\\nplayers have perfect information, meaning they know all the information about the state of the game, nothing is hidden.\\nWhat makes this game exciting is how unpredictable it can be, even when playing with human friends. It may seem like one\\nplayer has the advantage, but then suddenly the other takes over.\"), mdx(\"p\", null, \"The game is played on an mxn board, typically 9x6. For each cell on the board, there is a critical mass which is equal\\nto the number of orthogonally adjacent cells. All cells begin empty and each turn the Red and Green players take turns\\nplacing their corresponding colored atoms. When the number of atoms in a cell reaches its critical mass, the cell\\nexplodes, sending an atom to each of the orthogonally adjacent cells. If a red cell explodes and there are green cells\\naround, the green cells are converted to red. This chain reaction of explosions will continue until all cells are stable\"), mdx(\"h3\", null, \"Rules of the Game\"), mdx(\"p\", null, \"For each cell, the critical mass is determined by the number of orthogonally adjacent cells - 4 for regular cells, 3 for\\ncells on the edge, and 2 for cells in the corners.\\nAt the start, all cells are empty. Blue and Black players take turns to place their corresponding colored \\\"atoms\\\" in an\\nempty cell or a cell with one or more of their atoms already placed. When two or more atoms are placed in the same cell,\\nthey stack up.\\nWhen a cell reaches its critical mass, it explodes and adds an atom to each of its orthogonally adjacent cells while\\nlosing as many atoms as its critical mass. This can cause an adjacent cell to reach its critical mass and so on,\\ncreating a chain reaction of explosions until all cells are stable.\\nIf a blue cell explodes and there are black cells around, they are converted to blue and the other rules of explosions\\nstill apply. The same applies to other color.\"), mdx(\"h3\", null, \"Heuristic Strategy\"), mdx(\"p\", null, \"The Scores of each player is calculated as number of orbs the current player has in the board.\\nHeuristic at any state of the game is decided as score of the current player \\u2013 score of opponent player. If the game is\\na terminal state a heuristic value of +Infinity if player won. -Infinity if Player loses.\\nBelow is the utility function to determine the heuristic value of the game state\"), mdx(\"pre\", null, mdx(\"code\", {\n parentName: \"pre\",\n \"className\": \"language-typescript\"\n }, \" //memorize\\nfunction utility(node: Node): number {\\n let key = JSON.stringify(node);\\n if (memorize.has(key)) {\\n return memorize.get(key);\\n }\\n if (node.isTerminal()) {\\n return node.state.currentPlayer.color == this.maxColor ? Infinity : -Infinity;\\n }\\n const own = node.state.gameData.flat(1).filter(v => v.value > 0 && v.color == this.maxColor).reduce((v, c) => v + c.value, 0)\\n const opponent = node.state.gameData.flat(1).filter(v => v.value > 0 && v.color != this.maxColor).reduce((v, c) => v + c.value, 0)\\n const value = own - opponent;\\n memorize.set(key, value);\\n return value;\\n}\\n\")), mdx(\"h2\", null, \"Angular Framework\"), mdx(\"p\", null, \"Angular is an open-source web application framework developed and maintained by Google. It is a TypeScript-based\\nplatform that allows developers to build dynamic and powerful web applications. Angular is written in TypeScript and\\nuses components, directives, and services to create complex applications. It is also used to create single page\\napplications (SPAs).\\nAngular is one of the most popular frameworks for building modern web applications. It has been used in many popular\\nwebsites and applications, such as YouTube, PayPal, Upwork, Freelancer, and Udemy. Angular is known for its scalability,\\nspeed, and performance. It is also a great choice for developing large and complex applications.\\nAngular is built on the MVC (Model-View-Controller) architecture, which divides an application into three parts: the\\nmodel, the view, and the controller. The model stores the data, the view displays the data, and the controller connects\\nthe model and the view. Angular also uses a two-way data binding system, which allows changes made to the data in the\\nmodel to be reflected instantly in the view.\"), mdx(\"p\", null, \"Angular is an efficient framework for building modern web applications and has been used in many popular websites and\\napplications. It is a great choice\"), mdx(\"h3\", null, \"Typescript\"), mdx(\"p\", null, \"TypeScript is an open-source programming language developed and maintained by Microsoft. It is a strict, strongly typed\\nsuperset of JavaScript that compiles to plain JavaScript. TypeScript is designed for the development of large\\napplications and transcompiles to JavaScript.\"), mdx(\"p\", null, \"TypeScript adds optional static typing to the language and supports tools for large-scale JavaScript applications for\\nany browser, for any host, on any OS. It helps developers to write code that is more maintainable and easier to\\nunderstand.\"), mdx(\"p\", null, \"TypeScript supports classes, modules, and interfaces, which helps developers to build robust components. TypeScript also\\nsupports static type-checking at compile time, which helps to catch common errors early in the development cycle.\"), mdx(\"p\", null, \"TypeScript is a great choice for any application that needs to be written in JavaScript. It helps to reduce bugs and\\nimprove the quality of the code.\"), mdx(\"h2\", null, \"Minimax Algorithm\"), mdx(\"p\", null, \"The minimax algorithm is a decision-making algorithm used in artificial intelligence and game theory. It is used to\\ndetermine the best move in a two-player game that has a finite number of possible moves. It works by looking at all\\npossible moves for each player and then determines which move would be the most beneficial for each player. The\\nalgorithm works by having each player assume that the other player is making the best possible move and then choosing\\nthe move that would be the best response to that move. The algorithm is beneficial in that it can be used to determine\\nthe optimal move in a situation without the need for the player to manually explore all possible moves.\"), mdx(\"p\", null, mdx(\"span\", {\n parentName: \"p\",\n \"className\": \"gatsby-resp-image-wrapper\",\n \"style\": {\n \"position\": \"relative\",\n \"display\": \"block\",\n \"marginLeft\": \"auto\",\n \"marginRight\": \"auto\",\n \"maxWidth\": \"800px\"\n }\n }, \"\\n \", mdx(\"a\", {\n parentName: \"span\",\n \"className\": \"gatsby-resp-image-link\",\n \"href\": \"/static/d95aa778ffba68d8b1abd94166a05d0d/5a190/minimax.png\",\n \"style\": {\n \"display\": \"block\"\n },\n \"target\": \"_blank\",\n \"rel\": \"noopener\"\n }, \"\\n \", mdx(\"span\", {\n parentName: \"a\",\n \"className\": \"gatsby-resp-image-background-image\",\n \"style\": {\n \"paddingBottom\": \"45.49999999999999%\",\n \"position\": \"relative\",\n \"bottom\": \"0\",\n \"left\": \"0\",\n \"backgroundImage\": \"url('data:image/svg+xml,%3csvg%20xmlns=\\\\'http://www.w3.org/2000/svg\\\\'%20width=\\\\'400\\\\'%20height=\\\\'182\\\\'%20viewBox=\\\\'0%200%20400%20182\\\\'%20preserveAspectRatio=\\\\'none\\\\'%3e%3cpath%20d=\\\\'M187%2051v11h23V39h-23v12m133%200v11h23V39h-23v12m-132%200v10h21V40h-21v11m133%200v10h21V40h-21v11m-197%2080v11h23v-23h-23v12m54%200v11h23v-23h-23v12m40%200v11h23v-23h-23v12m98%200v11h23v-23h-23v12m-191%200v10h21v-21h-21v11m54%200v10h21v-21h-21v11m40%200v10h21v-21h-21v11m98%200v10h21v-21h-21v11\\\\'%20fill=\\\\'%23d3d3d3\\\\'%20fill-rule=\\\\'evenodd\\\\'/%3e%3c/svg%3e')\",\n \"backgroundSize\": \"cover\",\n \"display\": \"block\"\n }\n }), \"\\n \", mdx(\"picture\", {\n parentName: \"a\"\n }, \"\\n \", mdx(\"source\", {\n parentName: \"picture\",\n \"srcSet\": [\"/static/d95aa778ffba68d8b1abd94166a05d0d/ba381/minimax.webp 200w\", \"/static/d95aa778ffba68d8b1abd94166a05d0d/7f61c/minimax.webp 400w\", \"/static/d95aa778ffba68d8b1abd94166a05d0d/d00b9/minimax.webp 800w\"],\n \"sizes\": \"(max-width: 800px) 100vw, 800px\",\n \"type\": \"image/webp\"\n }), \"\\n \", mdx(\"source\", {\n parentName: \"picture\",\n \"srcSet\": [\"/static/d95aa778ffba68d8b1abd94166a05d0d/772e8/minimax.png 200w\", \"/static/d95aa778ffba68d8b1abd94166a05d0d/e17e5/minimax.png 400w\", \"/static/d95aa778ffba68d8b1abd94166a05d0d/5a190/minimax.png 800w\"],\n \"sizes\": \"(max-width: 800px) 100vw, 800px\",\n \"type\": \"image/png\"\n }), \"\\n \", mdx(\"img\", {\n parentName: \"picture\",\n \"className\": \"gatsby-resp-image-image\",\n \"src\": \"/static/d95aa778ffba68d8b1abd94166a05d0d/5a190/minimax.png\",\n \"alt\": \"Minimax\",\n \"title\": \"Minimax\",\n \"loading\": \"lazy\",\n \"style\": {\n \"width\": \"100%\",\n \"height\": \"100%\",\n \"margin\": \"0\",\n \"verticalAlign\": \"middle\",\n \"position\": \"absolute\",\n \"top\": \"0\",\n \"left\": \"0\"\n }\n }), \"\\n \"), \"\\n \"), \"\\n \")), mdx(\"h2\", null, \"Project implementation\"), mdx(\"p\", null, \"The implementation of the game involves designing the game board, developing the rules of the game, and implementing a\\ngraphical user interface (GUI). The game board will consist of a grid of cells. Each cell will represent a space on the\\nboard where a player can place their pieces. The rules will define how the pieces can be placed and how a chain can be\\nformed. The GUI will allow the players to interact with the game board and make their moves.\\nThe development of the game will involve the use of a Typescript language. The code will need to be designed in such a\\nway that it can be easily modified and extended. Additionally, the code should be well organized and documented to allow\\nfor easy maintenance and debugging.\\nFinally, the game should also be tested thoroughly to ensure that it is working correctly. This will involve playing the\\ngame several times and ensuring that\"), mdx(\"h3\", null, \"Class Diagram\"), mdx(\"p\", null, mdx(\"span\", {\n parentName: \"p\",\n \"className\": \"gatsby-resp-image-wrapper\",\n \"style\": {\n \"position\": \"relative\",\n \"display\": \"block\",\n \"marginLeft\": \"auto\",\n \"marginRight\": \"auto\",\n \"maxWidth\": \"800px\"\n }\n }, \"\\n \", mdx(\"a\", {\n parentName: \"span\",\n \"className\": \"gatsby-resp-image-link\",\n \"href\": \"/static/51f2ecb4836e15ff3f48db0f7718890a/a3a74/PlainClassdiag.png\",\n \"style\": {\n \"display\": \"block\"\n },\n \"target\": \"_blank\",\n \"rel\": \"noopener\"\n }, \"\\n \", mdx(\"span\", {\n parentName: \"a\",\n \"className\": \"gatsby-resp-image-background-image\",\n \"style\": {\n \"paddingBottom\": \"105.5%\",\n \"position\": \"relative\",\n \"bottom\": \"0\",\n \"left\": \"0\",\n \"backgroundImage\": 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\"/static/3884210e5086477e8beb27718065ab9c/29007/8.png 1600w\", \"/static/3884210e5086477e8beb27718065ab9c/d9ed5/8.png 2880w\"],\n \"sizes\": \"(max-width: 800px) 100vw, 800px\",\n \"type\": \"image/png\"\n }), \"\\n \", mdx(\"img\", {\n parentName: \"picture\",\n \"className\": \"gatsby-resp-image-image\",\n \"src\": \"/static/3884210e5086477e8beb27718065ab9c/5a190/8.png\",\n \"alt\": \"8.png\",\n \"title\": \"8.png\",\n \"loading\": \"lazy\",\n \"style\": {\n \"width\": \"100%\",\n \"height\": \"100%\",\n \"margin\": \"0\",\n \"verticalAlign\": \"middle\",\n \"position\": \"absolute\",\n \"top\": \"0\",\n \"left\": \"0\"\n }\n }), \"\\n \"), \"\\n \"), \"\\n \")), mdx(\"h3\", null, \"Optimization\"), mdx(\"p\", null, \"As it is implemented using complex modified Depth-First Search (DFS) and modified Breadth-First Search (BFS) algorithms\\napplied on every user move. For min-max decision making, a tree will be built for every possible move and the best move\\nwill be chosen. The AI will also be able to adapt and learn from the user moves by adjusting its decision-making process\\naccordingly.\\nFor each node built the algorithm has to preform multiple DFS as part of user move and the complete application\\nundergoes into another recursive application making it very complex and time consuming. For example a board with 5x5\\nsize and a user has 25 possible moves in worst case for each action in 25 cells in the board the game undergoes multiple\\nDFS and comes to another state returned and added as a child node to the root likewise there will be 24 other actions\\nwith each having possibly multiple DFS and all this is a single layer of minimax algorithm. For the AI to get the\\noptimal solution the game has to go build a tree with depth 3 i.e the number of nodes created for a single decision\\nmaking will be around\"), mdx(\"ul\", null, mdx(\"li\", {\n parentName: \"ul\"\n }, \"Ideal number of available cells for a user at any arbitrary position will be 25\"), mdx(\"li\", {\n parentName: \"ul\"\n }, \"For a depth of 3 the time complexity for each decision will be n^3\"), mdx(\"li\", {\n parentName: \"ul\"\n }, \"Each action would take an indeterminate number of DFS based on the game state. For simplicity assuming each move would\\ntake n^4.\"), mdx(\"li\", {\n parentName: \"ul\"\n }, \"Calculating the final O(n) would be O(n^6) which is dangerously expensive.\\nTo optimize this we used memorization in every possible function that is independent of the state as we observed the\\npattern of repeating calculations based on the same game state which would optimize the decision making speed.\")), mdx(\"p\", null, \"Below is the code snippet for the memorization implementation\"), mdx(\"pre\", null, mdx(\"code\", {\n parentName: \"pre\",\n \"className\": \"language-typescript\"\n }, \"const memorize = new Map();\\n\\n//memorize node and actions\\nfunction actions(node: Node): IAction[] {\\n let key = JSON.stringify(node);\\n if (memorize.has(key)) {\\n return memorize.get(key);\\n }\\n // Computation\\n}\\n\\nasync function result(action: IAction, node: Node): Promise {\\n let key = JSON.stringify(node) + JSON.stringify(action);\\n if (memorize.has(key)\\n )\\n return memorize.get(key);\\n// Computation\\n}\\n\\n// memorize\\nfunction maxValue(node: Node): number {\\n const key = JSON.stringify(node);\\n if (memorize.has(key)) {\\n return memorize.get(key);\\n }\\n // Computation\\n}\\n\\n//memorize\\nfunction minValue(node: Node): number {\\n let key = JSON.stringify(node);\\n if (memorize.has(key)) {\\n return memorize.get(key);\\n }\\n // Computation\\n}\\n\")), mdx(\"h2\", null, \"Conclusion\"), mdx(\"p\", null, \"In conclusion, the Chain Reaction Game with Minimax Algorithm Web Project was a successful endeavor. It was able to\\nsuccessfully combine the traditional board game of Chain Reaction with the modern artificial intelligence technique of\\nMinimax Algorithm. The project was able to provide a challenging and engaging experience for the user. Additionally, the\\nproject was able to provide an intuitive and easy to use interface, making it accessible to all users, regardless of\\ntheir technical knowledge. All in all, the project was a success, and it provided a great learning experience for the\\ndevelopers involved.\"));\n}\n;\nMDXContent.isMDXComponent = true;"}},"pageContext":{"id":"3b13035b-0b94-50ab-adaa-a0efdfeb360e"}},"staticQueryHashes":["2719584231","275038021"]} \ No newline at end of file +{"componentChunkName":"component---src-components-post-layout-jsx","path":"/chainreaction","result":{"data":{"mdx":{"id":"3b13035b-0b94-50ab-adaa-a0efdfeb360e","frontmatter":{"description":"Chain Reaction with Minimax is a web-based adaptation of the strategic board game, developed using Angular 15 and the Minimax algorithm. This project combines Angular's powerful web development framework with advanced AI to create an engaging multiplayer experience. Hosted on Firebase with a sleek Angular Material design, it offers both human and AI gameplay options, showcasing technical prowess in integrating AI strategies within a dynamic user interface for a challenging and enjoyable gaming encounter.","tags":["Angular Application","Angular Multi module","Javascript","Typescript","HTML","SCSS","Front-end Application","Keshav Reddy","Keshav Reddy Lingala","Lingala Keshav Reddy","Keshav"],"title":"Chain Reaction Game with AI (Minimax Algorithm)","code":"https://github.com/keshavlingala/ChainReactionMinMax","code2":null,"date":"14 Dec 2022","demo":"https://chainreactionai.web.app/","featuredImage":{"childImageSharp":{"fixed":{"src":"/static/c2bb899fdab0721c3fb22606ed2876fb/497c6/feature.png"}}}},"body":"var _excluded = [\"components\"];\nfunction _extends() { return _extends = Object.assign ? Object.assign.bind() : function (n) { for (var e = 1; e < arguments.length; e++) { var t = arguments[e]; for (var r in t) ({}).hasOwnProperty.call(t, r) && (n[r] = t[r]); } return n; }, _extends.apply(null, arguments); }\nfunction _objectWithoutProperties(e, t) { if (null == e) return {}; var o, r, i = _objectWithoutPropertiesLoose(e, t); if (Object.getOwnPropertySymbols) { var n = Object.getOwnPropertySymbols(e); for (r = 0; r < n.length; r++) o = n[r], t.indexOf(o) >= 0 || {}.propertyIsEnumerable.call(e, o) && (i[o] = e[o]); } return i; }\nfunction _objectWithoutPropertiesLoose(r, e) { if (null == r) return {}; var t = {}; for (var n in r) if ({}.hasOwnProperty.call(r, n)) { if (e.indexOf(n) >= 0) continue; t[n] = r[n]; } return t; }\n/* @jsxRuntime classic */\n/* @jsx mdx */\n\nvar _frontmatter = {\n \"title\": \"Chain Reaction Game with AI (Minimax Algorithm)\",\n \"slug\": \"chainreaction\",\n \"tags\": [\"Angular Application\", \"Angular Multi module\", \"Javascript\", \"Typescript\", \"HTML\", \"SCSS\", \"Front-end Application\", \"Keshav Reddy\", \"Keshav Reddy Lingala\", \"Lingala Keshav Reddy\", \"Keshav\"],\n \"description\": \"Chain Reaction with Minimax is a web-based adaptation of the strategic board game, developed using Angular 15 and the Minimax algorithm. This project combines Angular's powerful web development framework with advanced AI to create an engaging multiplayer experience. Hosted on Firebase with a sleek Angular Material design, it offers both human and AI gameplay options, showcasing technical prowess in integrating AI strategies within a dynamic user interface for a challenging and enjoyable gaming encounter.\",\n \"featuredImage\": \"feature.png\",\n \"date\": \"14 Dec 2022\",\n \"code\": \"https://github.com/keshavlingala/ChainReactionMinMax\",\n \"demo\": \"https://chainreactionai.web.app/\"\n};\nvar layoutProps = {\n _frontmatter: _frontmatter\n};\nvar MDXLayout = \"wrapper\";\nreturn function MDXContent(_ref) {\n var components = _ref.components,\n props = _objectWithoutProperties(_ref, _excluded);\n return mdx(MDXLayout, _extends({}, layoutProps, props, {\n components: components,\n mdxType: \"MDXLayout\"\n }), mdx(\"h1\", null, \"ChainReaction with Minimax\"), mdx(\"blockquote\", null, mdx(\"p\", {\n parentName: \"blockquote\"\n }, \"Live demo: \", mdx(\"a\", {\n parentName: \"p\",\n \"href\": \"https://chainreactionai.web.app/\"\n }, \"https://chainreactionai.web.app/\"))), mdx(\"h2\", null, \"ABSTRACT\"), mdx(\"p\", null, \"The chain reaction is a multiplayer game where each player will be assigned a color. It is a two - dimensional array\\nwhere each player gets a turn to choose a place on the board. After a player selects a cell on the board the counter on\\nthe cell increases, maximum of 3 in each counter else the counter splits to the adjacent rows or columns.\\nThe objective of the Chain Reaction is to take control of the board by eliminating your opponents' orbs.\\nPlayers take turns placing their orbs in a cell. Once a cell has reached critical mass the orbs explode into the\\nsurrounding cells adding an extra orb and claiming the cell for the player. A player may only place their orbs in a\\nblank cell or a cell that contains orbs of their own color. As soon as a player loses all their orbs they are out of the\\ngame.\\nWe created ChainReaction from the beginning and used MiniMax Algorithm in Typescript to build a web application with\\nAngular 15 Framework.\"), mdx(\"h2\", null, \"Introduction\"), mdx(\"p\", null, \"This project is a web application that has been developed in the Angular framework. It uses the Minimax Algorithm to\\nimplement the game of Chain Reaction. Chain Reaction is a two-player game where each player takes turns placing their\\npieces on the board in an attempt to take over the board. The goal of the game is to be the last player with pieces on\\nthe board.\\nThe web application is implemented using the Angular framework and is written in TypeScript. The Minimax Algorithm is\\nused to determine the best move for each player. The game also utilizes HTML5 and CSS3 for the user interface. The\\napplication is hosted on Firebase and can be accessed from any web browser.\\nThe application has a simple user interface that allows the user to easily set up the game, choose the board size, and\\nchoose the each player. The user can also choose to play against the computer ,against another human player, or\\nComputer-Computer with Human Interaction.\\nThe application also features a scoreboard that displays the current scores of each player. This scoreboard is updated\\nas each game progresses.\\nOverall, this project has implemented the game of Chain Reaction using the Minimax Algorithm in the Angular framework.\\nThe application is hosted on Firebase and can be accessed \", mdx(\"a\", {\n href: \"https://chainreactionai.web.app\"\n }, \"here\"), \".\"), mdx(\"h2\", null, \"Chain Reaction Game\"), mdx(\"p\", null, \"Chain Reaction is a deterministic, combinatorial game of perfect information for two to eight players. It was developed\\nby Buddy-Matt Entertainment for Android and can be downloaded from the Play\\nStore \", mdx(\"a\", {\n parentName: \"p\",\n \"href\": \"https://play.google.com/store/apps/details?id=com.BuddyMattEnt.ChainReaction&hl=en&=1\"\n }, \"here\"), \". A sample\\ngame playing on YouTube can be viewed \", mdx(\"a\", {\n parentName: \"p\",\n \"href\": \"https://www.youtube.com/watch?v=L15TaZbLUo0\"\n }, \"here\"), \".\"), mdx(\"p\", null, \"A combinatorial game is a two-player game with no randomization, such as flipping a coin or rolling a dice. All the\\nplayers have perfect information, meaning they know all the information about the state of the game, nothing is hidden.\\nWhat makes this game exciting is how unpredictable it can be, even when playing with human friends. It may seem like one\\nplayer has the advantage, but then suddenly the other takes over.\"), mdx(\"p\", null, \"The game is played on an mxn board, typically 9x6. For each cell on the board, there is a critical mass which is equal\\nto the number of orthogonally adjacent cells. All cells begin empty and each turn the Red and Green players take turns\\nplacing their corresponding colored atoms. When the number of atoms in a cell reaches its critical mass, the cell\\nexplodes, sending an atom to each of the orthogonally adjacent cells. If a red cell explodes and there are green cells\\naround, the green cells are converted to red. This chain reaction of explosions will continue until all cells are stable\"), mdx(\"h3\", null, \"Rules of the Game\"), mdx(\"p\", null, \"For each cell, the critical mass is determined by the number of orthogonally adjacent cells - 4 for regular cells, 3 for\\ncells on the edge, and 2 for cells in the corners.\\nAt the start, all cells are empty. Blue and Black players take turns to place their corresponding colored \\\"atoms\\\" in an\\nempty cell or a cell with one or more of their atoms already placed. When two or more atoms are placed in the same cell,\\nthey stack up.\\nWhen a cell reaches its critical mass, it explodes and adds an atom to each of its orthogonally adjacent cells while\\nlosing as many atoms as its critical mass. This can cause an adjacent cell to reach its critical mass and so on,\\ncreating a chain reaction of explosions until all cells are stable.\\nIf a blue cell explodes and there are black cells around, they are converted to blue and the other rules of explosions\\nstill apply. The same applies to other color.\"), mdx(\"h3\", null, \"Heuristic Strategy\"), mdx(\"p\", null, \"The Scores of each player is calculated as number of orbs the current player has in the board.\\nHeuristic at any state of the game is decided as score of the current player \\u2013 score of opponent player. If the game is\\na terminal state a heuristic value of +Infinity if player won. -Infinity if Player loses.\\nBelow is the utility function to determine the heuristic value of the game state\"), mdx(\"pre\", null, mdx(\"code\", {\n parentName: \"pre\",\n \"className\": \"language-typescript\"\n }, \" //memorize\\nfunction utility(node: Node): number {\\n let key = JSON.stringify(node);\\n if (memorize.has(key)) {\\n return memorize.get(key);\\n }\\n if (node.isTerminal()) {\\n return node.state.currentPlayer.color == this.maxColor ? Infinity : -Infinity;\\n }\\n const own = node.state.gameData.flat(1).filter(v => v.value > 0 && v.color == this.maxColor).reduce((v, c) => v + c.value, 0)\\n const opponent = node.state.gameData.flat(1).filter(v => v.value > 0 && v.color != this.maxColor).reduce((v, c) => v + c.value, 0)\\n const value = own - opponent;\\n memorize.set(key, value);\\n return value;\\n}\\n\")), mdx(\"h2\", null, \"Angular Framework\"), mdx(\"p\", null, \"Angular is an open-source web application framework developed and maintained by Google. It is a TypeScript-based\\nplatform that allows developers to build dynamic and powerful web applications. Angular is written in TypeScript and\\nuses components, directives, and services to create complex applications. It is also used to create single page\\napplications (SPAs).\\nAngular is one of the most popular frameworks for building modern web applications. It has been used in many popular\\nwebsites and applications, such as YouTube, PayPal, Upwork, Freelancer, and Udemy. Angular is known for its scalability,\\nspeed, and performance. It is also a great choice for developing large and complex applications.\\nAngular is built on the MVC (Model-View-Controller) architecture, which divides an application into three parts: the\\nmodel, the view, and the controller. The model stores the data, the view displays the data, and the controller connects\\nthe model and the view. Angular also uses a two-way data binding system, which allows changes made to the data in the\\nmodel to be reflected instantly in the view.\"), mdx(\"p\", null, \"Angular is an efficient framework for building modern web applications and has been used in many popular websites and\\napplications. It is a great choice\"), mdx(\"h3\", null, \"Typescript\"), mdx(\"p\", null, \"TypeScript is an open-source programming language developed and maintained by Microsoft. It is a strict, strongly typed\\nsuperset of JavaScript that compiles to plain JavaScript. TypeScript is designed for the development of large\\napplications and transcompiles to JavaScript.\"), mdx(\"p\", null, \"TypeScript adds optional static typing to the language and supports tools for large-scale JavaScript applications for\\nany browser, for any host, on any OS. It helps developers to write code that is more maintainable and easier to\\nunderstand.\"), mdx(\"p\", null, \"TypeScript supports classes, modules, and interfaces, which helps developers to build robust components. TypeScript also\\nsupports static type-checking at compile time, which helps to catch common errors early in the development cycle.\"), mdx(\"p\", null, \"TypeScript is a great choice for any application that needs to be written in JavaScript. It helps to reduce bugs and\\nimprove the quality of the code.\"), mdx(\"h2\", null, \"Minimax Algorithm\"), mdx(\"p\", null, \"The minimax algorithm is a decision-making algorithm used in artificial intelligence and game theory. It is used to\\ndetermine the best move in a two-player game that has a finite number of possible moves. It works by looking at all\\npossible moves for each player and then determines which move would be the most beneficial for each player. The\\nalgorithm works by having each player assume that the other player is making the best possible move and then choosing\\nthe move that would be the best response to that move. The algorithm is beneficial in that it can be used to determine\\nthe optimal move in a situation without the need for the player to manually explore all possible moves.\"), mdx(\"p\", null, mdx(\"span\", {\n parentName: \"p\",\n \"className\": \"gatsby-resp-image-wrapper\",\n \"style\": {\n \"position\": \"relative\",\n \"display\": \"block\",\n \"marginLeft\": \"auto\",\n \"marginRight\": \"auto\",\n \"maxWidth\": \"800px\"\n }\n }, \"\\n \", mdx(\"a\", {\n parentName: \"span\",\n \"className\": \"gatsby-resp-image-link\",\n \"href\": \"/static/d95aa778ffba68d8b1abd94166a05d0d/5a190/minimax.png\",\n \"style\": {\n \"display\": \"block\"\n },\n \"target\": \"_blank\",\n \"rel\": \"noopener\"\n }, \"\\n \", mdx(\"span\", {\n parentName: \"a\",\n \"className\": \"gatsby-resp-image-background-image\",\n \"style\": {\n \"paddingBottom\": \"45.49999999999999%\",\n \"position\": \"relative\",\n \"bottom\": \"0\",\n \"left\": \"0\",\n \"backgroundImage\": \"url('data:image/svg+xml,%3csvg%20xmlns=\\\\'http://www.w3.org/2000/svg\\\\'%20width=\\\\'400\\\\'%20height=\\\\'182\\\\'%20viewBox=\\\\'0%200%20400%20182\\\\'%20preserveAspectRatio=\\\\'none\\\\'%3e%3cpath%20d=\\\\'M187%2051v11h23V39h-23v12m133%200v11h23V39h-23v12m-132%200v10h21V40h-21v11m133%200v10h21V40h-21v11m-197%2080v11h23v-23h-23v12m54%200v11h23v-23h-23v12m40%200v11h23v-23h-23v12m98%200v11h23v-23h-23v12m-191%200v10h21v-21h-21v11m54%200v10h21v-21h-21v11m40%200v10h21v-21h-21v11m98%200v10h21v-21h-21v11\\\\'%20fill=\\\\'%23d3d3d3\\\\'%20fill-rule=\\\\'evenodd\\\\'/%3e%3c/svg%3e')\",\n \"backgroundSize\": \"cover\",\n \"display\": \"block\"\n }\n }), \"\\n \", mdx(\"picture\", {\n parentName: \"a\"\n }, \"\\n \", mdx(\"source\", {\n parentName: \"picture\",\n \"srcSet\": [\"/static/d95aa778ffba68d8b1abd94166a05d0d/ba381/minimax.webp 200w\", \"/static/d95aa778ffba68d8b1abd94166a05d0d/7f61c/minimax.webp 400w\", \"/static/d95aa778ffba68d8b1abd94166a05d0d/d00b9/minimax.webp 800w\"],\n \"sizes\": \"(max-width: 800px) 100vw, 800px\",\n \"type\": \"image/webp\"\n }), \"\\n \", mdx(\"source\", {\n parentName: \"picture\",\n \"srcSet\": [\"/static/d95aa778ffba68d8b1abd94166a05d0d/772e8/minimax.png 200w\", \"/static/d95aa778ffba68d8b1abd94166a05d0d/e17e5/minimax.png 400w\", \"/static/d95aa778ffba68d8b1abd94166a05d0d/5a190/minimax.png 800w\"],\n \"sizes\": \"(max-width: 800px) 100vw, 800px\",\n \"type\": \"image/png\"\n }), \"\\n \", mdx(\"img\", {\n parentName: \"picture\",\n \"className\": \"gatsby-resp-image-image\",\n \"src\": \"/static/d95aa778ffba68d8b1abd94166a05d0d/5a190/minimax.png\",\n \"alt\": \"Minimax\",\n \"title\": \"Minimax\",\n \"loading\": \"lazy\",\n \"style\": {\n \"width\": \"100%\",\n \"height\": \"100%\",\n \"margin\": \"0\",\n \"verticalAlign\": \"middle\",\n \"position\": \"absolute\",\n \"top\": \"0\",\n \"left\": \"0\"\n }\n }), \"\\n \"), \"\\n \"), \"\\n \")), mdx(\"h2\", null, \"Project implementation\"), mdx(\"p\", null, \"The implementation of the game involves designing the game board, developing the rules of the game, and implementing a\\ngraphical user interface (GUI). The game board will consist of a grid of cells. Each cell will represent a space on the\\nboard where a player can place their pieces. The rules will define how the pieces can be placed and how a chain can be\\nformed. The GUI will allow the players to interact with the game board and make their moves.\\nThe development of the game will involve the use of a Typescript language. The code will need to be designed in such a\\nway that it can be easily modified and extended. Additionally, the code should be well organized and documented to allow\\nfor easy maintenance and debugging.\\nFinally, the game should also be tested thoroughly to ensure that it is working correctly. This will involve playing the\\ngame several times and ensuring that\"), mdx(\"h3\", null, \"Class Diagram\"), mdx(\"p\", null, mdx(\"span\", {\n parentName: \"p\",\n \"className\": \"gatsby-resp-image-wrapper\",\n \"style\": {\n \"position\": \"relative\",\n \"display\": \"block\",\n \"marginLeft\": \"auto\",\n \"marginRight\": \"auto\",\n \"maxWidth\": \"800px\"\n }\n }, \"\\n \", mdx(\"a\", {\n parentName: \"span\",\n \"className\": \"gatsby-resp-image-link\",\n \"href\": \"/static/51f2ecb4836e15ff3f48db0f7718890a/a3a74/PlainClassdiag.png\",\n \"style\": {\n \"display\": \"block\"\n },\n \"target\": \"_blank\",\n \"rel\": \"noopener\"\n }, \"\\n \", mdx(\"span\", {\n parentName: \"a\",\n \"className\": \"gatsby-resp-image-background-image\",\n \"style\": {\n \"paddingBottom\": \"105.5%\",\n \"position\": \"relative\",\n \"bottom\": \"0\",\n \"left\": \"0\",\n \"backgroundImage\": 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For the AI to get the\\noptimal solution the game has to go build a tree with depth 3 i.e the number of nodes created for a single decision\\nmaking will be around\"), mdx(\"ul\", null, mdx(\"li\", {\n parentName: \"ul\"\n }, \"Ideal number of available cells for a user at any arbitrary position will be 25\"), mdx(\"li\", {\n parentName: \"ul\"\n }, \"For a depth of 3 the time complexity for each decision will be n^3\"), mdx(\"li\", {\n parentName: \"ul\"\n }, \"Each action would take an indeterminate number of DFS based on the game state. For simplicity assuming each move would\\ntake n^4.\"), mdx(\"li\", {\n parentName: \"ul\"\n }, \"Calculating the final O(n) would be O(n^6) which is dangerously expensive.\\nTo optimize this we used memorization in every possible function that is independent of the state as we observed the\\npattern of repeating calculations based on the same game state which would optimize the decision making speed.\")), mdx(\"p\", null, \"Below is the code snippet for the memorization implementation\"), mdx(\"pre\", null, mdx(\"code\", {\n parentName: \"pre\",\n \"className\": \"language-typescript\"\n }, \"const memorize = new Map();\\n\\n//memorize node and actions\\nfunction actions(node: Node): IAction[] {\\n let key = JSON.stringify(node);\\n if (memorize.has(key)) {\\n return memorize.get(key);\\n }\\n // Computation\\n}\\n\\nasync function result(action: IAction, node: Node): Promise {\\n let key = JSON.stringify(node) + JSON.stringify(action);\\n if (memorize.has(key)\\n )\\n return memorize.get(key);\\n// Computation\\n}\\n\\n// memorize\\nfunction maxValue(node: Node): number {\\n const key = JSON.stringify(node);\\n if (memorize.has(key)) {\\n return memorize.get(key);\\n }\\n // Computation\\n}\\n\\n//memorize\\nfunction minValue(node: Node): number {\\n let key = JSON.stringify(node);\\n if (memorize.has(key)) {\\n return memorize.get(key);\\n }\\n // Computation\\n}\\n\")), mdx(\"h2\", null, \"Conclusion\"), mdx(\"p\", null, \"In conclusion, the Chain Reaction Game with Minimax Algorithm Web Project was a successful endeavor. 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mdx(\"img\", {\n parentName: \"picture\",\n \"className\": \"gatsby-resp-image-image\",\n \"src\": \"/static/3e483e37c30375ce28719392dc982e91/5a190/feature.png\",\n \"alt\": \"Havmor Movies\",\n \"title\": \"Havmor Movies\",\n \"loading\": \"lazy\",\n \"style\": {\n \"width\": \"100%\",\n \"height\": \"100%\",\n \"margin\": \"0\",\n \"verticalAlign\": \"middle\",\n \"position\": \"absolute\",\n \"top\": \"0\",\n \"left\": \"0\"\n }\n }), \"\\n \"), \"\\n \"), \"\\n \")), mdx(\"h2\", null, \"Overview\"), mdx(\"p\", null, \"In this app you can quickly find latest YIFY movie torrents inspired from Popcorn Times\"), mdx(\"p\", null, \"All the Movies will get updated to the app as soon as the API database is updated\\nThis is an inspiration from popcorn times\\uD83C\\uDF7F I used several APIs\\uD83E\\uDDE0 for movie info\"), mdx(\"h1\", null, \"Movie Description\"), mdx(\"p\", null, \"Get to know more about that movie before downloading it in just a click\"), mdx(\"p\", null, mdx(\"span\", 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Used OMDB API🧠 for movie info\",\n \"date\": \"1 April 2019\",\n \"code\": \"https://github.com/keshavlingala/havmormovies\",\n \"demo\": \"http://havmormovies.web.app/\"\n};\nvar layoutProps = {\n _frontmatter: _frontmatter\n};\nvar MDXLayout = \"wrapper\";\nreturn function MDXContent(_ref) {\n var components = _ref.components,\n props = _objectWithoutProperties(_ref, _excluded);\n return mdx(MDXLayout, _extends({}, layoutProps, props, {\n components: components,\n mdxType: \"MDXLayout\"\n }), mdx(\"h1\", null, \"Havmor Movies (No Longer Operational)\"), mdx(\"p\", null, mdx(\"span\", {\n parentName: \"p\",\n \"className\": \"gatsby-resp-image-wrapper\",\n \"style\": {\n \"position\": \"relative\",\n \"display\": \"block\",\n \"marginLeft\": \"auto\",\n \"marginRight\": \"auto\",\n \"maxWidth\": \"800px\"\n }\n }, \"\\n \", mdx(\"a\", {\n parentName: \"span\",\n \"className\": \"gatsby-resp-image-link\",\n \"href\": \"/static/3e483e37c30375ce28719392dc982e91/6bff2/feature.png\",\n 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mdx(\"img\", {\n parentName: \"picture\",\n \"className\": \"gatsby-resp-image-image\",\n \"src\": \"/static/3e483e37c30375ce28719392dc982e91/5a190/feature.png\",\n \"alt\": \"Havmor Movies\",\n \"title\": \"Havmor Movies\",\n \"loading\": \"lazy\",\n \"style\": {\n \"width\": \"100%\",\n \"height\": \"100%\",\n \"margin\": \"0\",\n \"verticalAlign\": \"middle\",\n \"position\": \"absolute\",\n \"top\": \"0\",\n \"left\": \"0\"\n }\n }), \"\\n \"), \"\\n \"), \"\\n \")), mdx(\"h2\", null, \"Overview\"), mdx(\"p\", null, \"In this app you can quickly find latest YIFY movie torrents inspired from Popcorn Times\"), mdx(\"p\", null, \"All the Movies will get updated to the app as soon as the API database is updated\\nThis is an inspiration from popcorn times\\uD83C\\uDF7F I used several APIs\\uD83E\\uDDE0 for movie info\"), mdx(\"h1\", null, \"Movie Description\"), mdx(\"p\", null, \"Get to know more about that movie before downloading it in just a click\"), mdx(\"p\", null, mdx(\"span\", 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L…","frontmatter":{"slug":"aakarshan","tags":["Artclub","Aakarshan","Aakarshan Artclub","KMIT","Aakarshan KMIT","KMIT Aakarshan","Keshav Lingala","Keshav Reddy","Keshav Reddy Lingala","Lingala Keshav Reddy","Keshav"],"title":"Social Media Platform (Aakarshan Artboard)","code":"https://github.com/keshavlingala/AakarshanClub","demo":"http://aakarshan.web.app/","description":"Designed, Architected, Developed and Deployed a productivity platform for students built with Angular 9, Google Firebase, Google Material Design, Bootstrap. Architected for the purpose of sharing arts between students. 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Blazing fast with Gatsby and Emotion
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self.__precacheManifest = [ { - "url": "webpack-runtime-2f73a81c531216ebd148.js" + "url": "webpack-runtime-9335c3af62a5197bc964.js" }, { "url": "framework-4ce5382688c7c66a6d68.js" @@ -37,7 +37,7 @@ self.__precacheManifest = [ }, { "url": "offline-plugin-app-shell-fallback/index.html", - "revision": "ab595956e608af15bd348c25a083dcbe" + "revision": "73e711959c9c98eee69e57c366db4d39" }, { "url": "component---cache-caches-gatsby-plugin-offline-app-shell-js-73eb8154f41d356e5f76.js" @@ -46,42 +46,46 @@ self.__precacheManifest = [ "url": "polyfill-0090b00b5741e99aa84b.js" }, { - "url": "styles.4a2e0b0ebeda9dbe8fcc.css" + "url": "styles.cddbd4b8aa9dda3cd8de.css" }, { "url": "styles-29147cbc04bbc833f6a0.js" }, { - "url": "0a8091863b01680e96d685047a5274cf82e5ec9e-681488072600b38d1670.js" + "url": "0a8091863b01680e96d685047a5274cf82e5ec9e-dcf94c8e4ea717383615.js" }, { - "url": "component---src-pages-404-mdx-08904feee03e780686f3.js" + "url": "component---src-pages-404-mdx-02a3f5a4063f0a7dfac0.js" 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"82474dd9bdd3880b8fa7e788c66ff243" + "revision": "5eafe7429073e8c4e4e41ab5c4ae26b2" }, { "url": "page-data/mylocaltask/page-data.json", - "revision": "dcbce28eafd37c73b53d5b2b2f4dc556" + "revision": "91e6676ab2ce1d36e858842b49a47204" }, { "url": "page-data/payment-dbs/page-data.json", - "revision": "55282a82ddd7ebc481afb5bc38803ee4" + "revision": "4c89d9151555fd9880e9e64487ed67c9" }, { "url": "page-data/seeinghome/page-data.json", - "revision": "07c61ece4acd5032fc92b95b44c43e0a" + "revision": "7e0c55f54f36cc8ce48dc8e8529d07a1" }, { "url": "page-data/synopsis/page-data.json", - "revision": "5ca1cde6c32a3ea4552f1389824a1aa1" + "revision": "28a04a34bf309e5b3873dffd05a0cb4c" }, { "url": "manifest.webmanifest", diff --git a/synopsis/index.html b/synopsis/index.html index cf8c181f..79dfad28 100644 --- a/synopsis/index.html +++ b/synopsis/index.html @@ -1,4 +1,4 @@ -Synopsis Chrome Extension | Keshav Lingala

Designed and Developed by Keshav Lingala
Blazing fast with Gatsby and Emotion
\ No newline at end of file diff --git a/webpack-runtime-2f73a81c531216ebd148.js b/webpack-runtime-9335c3af62a5197bc964.js similarity index 57% rename from webpack-runtime-2f73a81c531216ebd148.js rename to webpack-runtime-9335c3af62a5197bc964.js index d1d19fac..4c709f99 100644 --- a/webpack-runtime-2f73a81c531216ebd148.js +++ b/webpack-runtime-9335c3af62a5197bc964.js @@ -1 +1 @@ -!function(e){function t(t){for(var r,o,s=t[0],u=t[1],d=t[2],f=0,l=[];f