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    1. live_multiperson_keypoint_action_recognitionlive_multiperson_keypoint_action_recognitionPublic

      Real‑time multi‑person action recognition from 2D pose (keypoints) using YOLO, ViTpose, Kalman Filter and custom temporal GraphSAGE and Transformers.

      Python

    2. ResearchAgentHelperResearchAgentHelperPublic

      This repository contains an end-to-end agentic AI pipeline for scientific writing assistance. The input is the user's research question. The output is literature review and references section fille…

      Python

    3. Energy_Consumption_Analysis_RF_HMMEnergy_Consumption_Analysis_RF_HMMPublic

      This repository investigates the environmental factors effects on energy consumption with Hidden Markov States and forecasts demands using different models for next months using the historical ASHR…

      Python

    4. IoT_Sensor_Optimization_with_Reinforcement_LearningIoT_Sensor_Optimization_with_Reinforcement_LearningPublic

      The aim of the repository is to use offline Q learning to optimize the sensitivity of an accelerometer for Supply Chain Automation.

      Jupyter Notebook

    5. EEG_Signal_ProcessingEEG_Signal_ProcessingPublic

      Contains different methods (ERP, Time-freq, DCM)

      Jupyter Notebook

    6. Music_Recommender_SystemMusic_Recommender_SystemPublic

      Jupyter Notebook

    , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
     blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

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      Achievements
      Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw
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      Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw
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      1. live_multiperson_keypoint_action_recognitionlive_multiperson_keypoint_action_recognitionPublic
        
Real‑time multi‑person action recognition from 2D pose (keypoints) using YOLO, ViTpose, Kalman Filter and custom temporal GraphSAGE and Transformers.

        Python
      2. ResearchAgentHelperResearchAgentHelperPublic
        
This repository contains an end-to-end agentic AI pipeline for scientific writing assistance. The input is the user's research question. The output is literature review and references section fille…

        Python
      3. Energy_Consumption_Analysis_RF_HMMEnergy_Consumption_Analysis_RF_HMMPublic
        
This repository investigates the environmental factors effects on energy consumption with Hidden Markov States and forecasts demands using different models for next months using the historical ASHR…

        Python
      4. IoT_Sensor_Optimization_with_Reinforcement_LearningIoT_Sensor_Optimization_with_Reinforcement_LearningPublic
        
The aim of the repository is to use offline Q learning to optimize the sensitivity of an accelerometer for Supply Chain Automation.

        Jupyter Notebook
      5. EEG_Signal_ProcessingEEG_Signal_ProcessingPublic
        
Contains different methods (ERP, Time-freq, DCM)

        Jupyter Notebook
      6. Music_Recommender_SystemMusic_Recommender_SystemPublic
        Jupyter Notebook
      
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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        Achievements
        Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw
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        Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw
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        1. live_multiperson_keypoint_action_recognitionlive_multiperson_keypoint_action_recognitionPublic
          
Real‑time multi‑person action recognition from 2D pose (keypoints) using YOLO, ViTpose, Kalman Filter and custom temporal GraphSAGE and Transformers.

          Python
        2. ResearchAgentHelperResearchAgentHelperPublic
          
This repository contains an end-to-end agentic AI pipeline for scientific writing assistance. The input is the user's research question. The output is literature review and references section fille…

          Python
        3. Energy_Consumption_Analysis_RF_HMMEnergy_Consumption_Analysis_RF_HMMPublic
          
This repository investigates the environmental factors effects on energy consumption with Hidden Markov States and forecasts demands using different models for next months using the historical ASHR…

          Python
        4. IoT_Sensor_Optimization_with_Reinforcement_LearningIoT_Sensor_Optimization_with_Reinforcement_LearningPublic
          
The aim of the repository is to use offline Q learning to optimize the sensitivity of an accelerometer for Supply Chain Automation.

          Jupyter Notebook
        5. EEG_Signal_ProcessingEEG_Signal_ProcessingPublic
          
Contains different methods (ERP, Time-freq, DCM)

          Jupyter Notebook
        6. Music_Recommender_SystemMusic_Recommender_SystemPublic
          Jupyter Notebook
        
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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          Achievements
          Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw
          Achievements
          Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw
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          1. live_multiperson_keypoint_action_recognitionlive_multiperson_keypoint_action_recognitionPublic
            
Real‑time multi‑person action recognition from 2D pose (keypoints) using YOLO, ViTpose, Kalman Filter and custom temporal GraphSAGE and Transformers.

            Python
          2. ResearchAgentHelperResearchAgentHelperPublic
            
This repository contains an end-to-end agentic AI pipeline for scientific writing assistance. The input is the user's research question. The output is literature review and references section fille…

            Python
          3. Energy_Consumption_Analysis_RF_HMMEnergy_Consumption_Analysis_RF_HMMPublic
            
This repository investigates the environmental factors effects on energy consumption with Hidden Markov States and forecasts demands using different models for next months using the historical ASHR…

            Python
          4. IoT_Sensor_Optimization_with_Reinforcement_LearningIoT_Sensor_Optimization_with_Reinforcement_LearningPublic
            
The aim of the repository is to use offline Q learning to optimize the sensitivity of an accelerometer for Supply Chain Automation.

            Jupyter Notebook
          5. EEG_Signal_ProcessingEEG_Signal_ProcessingPublic
            
Contains different methods (ERP, Time-freq, DCM)

            Jupyter Notebook
          6. Music_Recommender_SystemMusic_Recommender_SystemPublic
            Jupyter Notebook
          
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

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followers
 · 48
following

            Achievements
            Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw
            Achievements
            Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw
            Highlights
            
Block or report irmakoz1

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            1. live_multiperson_keypoint_action_recognitionlive_multiperson_keypoint_action_recognitionPublic
              
Real‑time multi‑person action recognition from 2D pose (keypoints) using YOLO, ViTpose, Kalman Filter and custom temporal GraphSAGE and Transformers.

              Python
            2. ResearchAgentHelperResearchAgentHelperPublic
              
This repository contains an end-to-end agentic AI pipeline for scientific writing assistance. The input is the user's research question. The output is literature review and references section fille…

              Python
            3. Energy_Consumption_Analysis_RF_HMMEnergy_Consumption_Analysis_RF_HMMPublic
              
This repository investigates the environmental factors effects on energy consumption with Hidden Markov States and forecasts demands using different models for next months using the historical ASHR…

              Python
            4. IoT_Sensor_Optimization_with_Reinforcement_LearningIoT_Sensor_Optimization_with_Reinforcement_LearningPublic
              
The aim of the repository is to use offline Q learning to optimize the sensitivity of an accelerometer for Supply Chain Automation.

              Jupyter Notebook
            5. EEG_Signal_ProcessingEEG_Signal_ProcessingPublic
              
Contains different methods (ERP, Time-freq, DCM)

              Jupyter Notebook
            6. Music_Recommender_SystemMusic_Recommender_SystemPublic
              Jupyter Notebook
            
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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followers
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              Achievements
              Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw
              Achievements
              Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw
              Highlights
              
Block or report irmakoz1

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Pinned
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              1. live_multiperson_keypoint_action_recognitionlive_multiperson_keypoint_action_recognitionPublic
                
Real‑time multi‑person action recognition from 2D pose (keypoints) using YOLO, ViTpose, Kalman Filter and custom temporal GraphSAGE and Transformers.

                Python
              2. ResearchAgentHelperResearchAgentHelperPublic
                
This repository contains an end-to-end agentic AI pipeline for scientific writing assistance. The input is the user's research question. The output is literature review and references section fille…

                Python
              3. Energy_Consumption_Analysis_RF_HMMEnergy_Consumption_Analysis_RF_HMMPublic
                
This repository investigates the environmental factors effects on energy consumption with Hidden Markov States and forecasts demands using different models for next months using the historical ASHR…

                Python
              4. IoT_Sensor_Optimization_with_Reinforcement_LearningIoT_Sensor_Optimization_with_Reinforcement_LearningPublic
                
The aim of the repository is to use offline Q learning to optimize the sensitivity of an accelerometer for Supply Chain Automation.

                Jupyter Notebook
              5. EEG_Signal_ProcessingEEG_Signal_ProcessingPublic
                
Contains different methods (ERP, Time-freq, DCM)

                Jupyter Notebook
              6. Music_Recommender_SystemMusic_Recommender_SystemPublic
                Jupyter Notebook
              
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

              Skip to content
              View irmakoz1's full-sized avatar
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              22
followers
 · 48
following

                Achievements
                Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw
                Achievements
                Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw
                Highlights
                
Block or report irmakoz1

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                1. live_multiperson_keypoint_action_recognitionlive_multiperson_keypoint_action_recognitionPublic
                  
Real‑time multi‑person action recognition from 2D pose (keypoints) using YOLO, ViTpose, Kalman Filter and custom temporal GraphSAGE and Transformers.

                  Python
                2. ResearchAgentHelperResearchAgentHelperPublic
                  
This repository contains an end-to-end agentic AI pipeline for scientific writing assistance. The input is the user's research question. The output is literature review and references section fille…

                  Python
                3. Energy_Consumption_Analysis_RF_HMMEnergy_Consumption_Analysis_RF_HMMPublic
                  
This repository investigates the environmental factors effects on energy consumption with Hidden Markov States and forecasts demands using different models for next months using the historical ASHR…

                  Python
                4. IoT_Sensor_Optimization_with_Reinforcement_LearningIoT_Sensor_Optimization_with_Reinforcement_LearningPublic
                  
The aim of the repository is to use offline Q learning to optimize the sensitivity of an accelerometer for Supply Chain Automation.

                  Jupyter Notebook
                5. EEG_Signal_ProcessingEEG_Signal_ProcessingPublic
                  
Contains different methods (ERP, Time-freq, DCM)

                  Jupyter Notebook
                6. Music_Recommender_SystemMusic_Recommender_SystemPublic
                  Jupyter Notebook
                
, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

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                  Achievements
                  Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw
                  Achievements
                  Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw
                  Highlights
                  
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                  1. live_multiperson_keypoint_action_recognitionlive_multiperson_keypoint_action_recognitionPublic
                    
Real‑time multi‑person action recognition from 2D pose (keypoints) using YOLO, ViTpose, Kalman Filter and custom temporal GraphSAGE and Transformers.

                    Python
                  2. ResearchAgentHelperResearchAgentHelperPublic
                    
This repository contains an end-to-end agentic AI pipeline for scientific writing assistance. The input is the user's research question. The output is literature review and references section fille…

                    Python
                  3. Energy_Consumption_Analysis_RF_HMMEnergy_Consumption_Analysis_RF_HMMPublic
                    
This repository investigates the environmental factors effects on energy consumption with Hidden Markov States and forecasts demands using different models for next months using the historical ASHR…

                    Python
                  4. IoT_Sensor_Optimization_with_Reinforcement_LearningIoT_Sensor_Optimization_with_Reinforcement_LearningPublic
                    
The aim of the repository is to use offline Q learning to optimize the sensitivity of an accelerometer for Supply Chain Automation.

                    Jupyter Notebook
                  5. EEG_Signal_ProcessingEEG_Signal_ProcessingPublic
                    
Contains different methods (ERP, Time-freq, DCM)

                    Jupyter Notebook
                  6. Music_Recommender_SystemMusic_Recommender_SystemPublic
                    Jupyter Notebook