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    RoryThomas16/README.md
    • 👋 Hi, I’m Rory
    • 👀 I’m interested in Machine Learning, Data Science, Data Engineering, Embedded Software, and Statistics.
    • 🌱 I’m currently learning Python, R, Java, and C++.
    • 😄 Pronouns: He/Him

    Popular repositories Loading

    1. Cardiff-Housing-Price-Predictor Cardiff-Housing-Price-PredictorPublic

      Web-scraping Rightmove data to build up predictors and forecasts for house price

      Jupyter Notebook 2

    2. Scheduled-Monument-Detector Scheduled-Monument-DetectorPublic

      Use OWS and Google Earth Engine to access image/map data to be able to classify scheduled monuments.

      Jupyter Notebook 2

    3. Census_GeneralElection_ML_Learning Census_GeneralElection_ML_LearningPublic

      This is a personal repo for me to practice machine learning work. The impetus for this was just the thought "what could I gleam from the 2021 Census data?" and then the question came with "Could I …

      Jupyter Notebook 1

    4. DND-Data-Scraper DND-Data-ScraperPublic

      Short project to familiarise myself with Sentiment Analysis, NLP, Machine Learning and Web-scraping. The experiment involves prediction the classification of a spell based on its description.

      Jupyter Notebook 1

    5. RoryThomas16 RoryThomas16Public

      Config files for my GitHub profile.

    6. Live-Outage-Detector Live-Outage-DetectorPublic

      Python

    , '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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      RoryThomas16/README.md
      • 👋 Hi, I’m Rory
      • 👀 I’m interested in Machine Learning, Data Science, Data Engineering, Embedded Software, and Statistics.
      • 🌱 I’m currently learning Python, R, Java, and C++.
      • 😄 Pronouns: He/Him
      
Popular repositories
Loading
      1. 
Cardiff-Housing-Price-Predictor
Cardiff-Housing-Price-PredictorPublic
        
Web-scraping Rightmove data to build up predictors and forecasts for house price

        Jupyter Notebook
2

      2. 
Scheduled-Monument-Detector
Scheduled-Monument-DetectorPublic
        
Use OWS and Google Earth Engine to access image/map data to be able to classify scheduled monuments.

        Jupyter Notebook
2

      3. 
Census_GeneralElection_ML_Learning
Census_GeneralElection_ML_LearningPublic
        
This is a personal repo for me to practice machine learning work. The impetus for this was just the thought "what could I gleam from the 2021 Census data?" and then the question came with "Could I …

        Jupyter Notebook
1

      4. 
DND-Data-Scraper
DND-Data-ScraperPublic
        
Short project to familiarise myself with Sentiment Analysis, NLP, Machine Learning and Web-scraping. The experiment involves prediction the classification of a spell based on its description.

        Jupyter Notebook
1

      5. 
RoryThomas16
RoryThomas16Public
        
Config files for my GitHub profile.

      6. 
Live-Outage-Detector
Live-Outage-DetectorPublic
        Python
      
, '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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        RoryThomas16/README.md
        • 👋 Hi, I’m Rory
        • 👀 I’m interested in Machine Learning, Data Science, Data Engineering, Embedded Software, and Statistics.
        • 🌱 I’m currently learning Python, R, Java, and C++.
        • 😄 Pronouns: He/Him
        
Popular repositories
Loading
        1. 
Cardiff-Housing-Price-Predictor
Cardiff-Housing-Price-PredictorPublic
          
Web-scraping Rightmove data to build up predictors and forecasts for house price

          Jupyter Notebook
2

        2. 
Scheduled-Monument-Detector
Scheduled-Monument-DetectorPublic
          
Use OWS and Google Earth Engine to access image/map data to be able to classify scheduled monuments.

          Jupyter Notebook
2

        3. 
Census_GeneralElection_ML_Learning
Census_GeneralElection_ML_LearningPublic
          
This is a personal repo for me to practice machine learning work. The impetus for this was just the thought "what could I gleam from the 2021 Census data?" and then the question came with "Could I …

          Jupyter Notebook
1

        4. 
DND-Data-Scraper
DND-Data-ScraperPublic
          
Short project to familiarise myself with Sentiment Analysis, NLP, Machine Learning and Web-scraping. The experiment involves prediction the classification of a spell based on its description.

          Jupyter Notebook
1

        5. 
RoryThomas16
RoryThomas16Public
          
Config files for my GitHub profile.

        6. 
Live-Outage-Detector
Live-Outage-DetectorPublic
          Python
        
, '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('^' + ".*" + '

        Skip to content
        View RoryThomas16's full-sized avatar
          
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Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

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          RoryThomas16/README.md
          • 👋 Hi, I’m Rory
          • 👀 I’m interested in Machine Learning, Data Science, Data Engineering, Embedded Software, and Statistics.
          • 🌱 I’m currently learning Python, R, Java, and C++.
          • 😄 Pronouns: He/Him
          
Popular repositories
Loading
          1. 
Cardiff-Housing-Price-Predictor
Cardiff-Housing-Price-PredictorPublic
            
Web-scraping Rightmove data to build up predictors and forecasts for house price

            Jupyter Notebook
2

          2. 
Scheduled-Monument-Detector
Scheduled-Monument-DetectorPublic
            
Use OWS and Google Earth Engine to access image/map data to be able to classify scheduled monuments.

            Jupyter Notebook
2

          3. 
Census_GeneralElection_ML_Learning
Census_GeneralElection_ML_LearningPublic
            
This is a personal repo for me to practice machine learning work. The impetus for this was just the thought "what could I gleam from the 2021 Census data?" and then the question came with "Could I …

            Jupyter Notebook
1

          4. 
DND-Data-Scraper
DND-Data-ScraperPublic
            
Short project to familiarise myself with Sentiment Analysis, NLP, Machine Learning and Web-scraping. The experiment involves prediction the classification of a spell based on its description.

            Jupyter Notebook
1

          5. 
RoryThomas16
RoryThomas16Public
            
Config files for my GitHub profile.

          6. 
Live-Outage-Detector
Live-Outage-DetectorPublic
            Python
          
, '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" + '

          Skip to content
          View RoryThomas16's full-sized avatar
            
Block or report RoryThomas16

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Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

            Report abuse
            
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Learn more about reporting abuse.

            Report abuse
            RoryThomas16/README.md
            • 👋 Hi, I’m Rory
            • 👀 I’m interested in Machine Learning, Data Science, Data Engineering, Embedded Software, and Statistics.
            • 🌱 I’m currently learning Python, R, Java, and C++.
            • 😄 Pronouns: He/Him
            
Popular repositories
Loading
            1. 
Cardiff-Housing-Price-Predictor
Cardiff-Housing-Price-PredictorPublic
              
Web-scraping Rightmove data to build up predictors and forecasts for house price

              Jupyter Notebook
2

            2. 
Scheduled-Monument-Detector
Scheduled-Monument-DetectorPublic
              
Use OWS and Google Earth Engine to access image/map data to be able to classify scheduled monuments.

              Jupyter Notebook
2

            3. 
Census_GeneralElection_ML_Learning
Census_GeneralElection_ML_LearningPublic
              
This is a personal repo for me to practice machine learning work. The impetus for this was just the thought "what could I gleam from the 2021 Census data?" and then the question came with "Could I …

              Jupyter Notebook
1

            4. 
DND-Data-Scraper
DND-Data-ScraperPublic
              
Short project to familiarise myself with Sentiment Analysis, NLP, Machine Learning and Web-scraping. The experiment involves prediction the classification of a spell based on its description.

              Jupyter Notebook
1

            5. 
RoryThomas16
RoryThomas16Public
              
Config files for my GitHub profile.

            6. 
Live-Outage-Detector
Live-Outage-DetectorPublic
              Python
            
, '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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            View RoryThomas16's full-sized avatar
              
Block or report RoryThomas16

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              Report abuse
              
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              Report abuse
              RoryThomas16/README.md
              • 👋 Hi, I’m Rory
              • 👀 I’m interested in Machine Learning, Data Science, Data Engineering, Embedded Software, and Statistics.
              • 🌱 I’m currently learning Python, R, Java, and C++.
              • 😄 Pronouns: He/Him
              
Popular repositories
Loading
              1. 
Cardiff-Housing-Price-Predictor
Cardiff-Housing-Price-PredictorPublic
                
Web-scraping Rightmove data to build up predictors and forecasts for house price

                Jupyter Notebook
2

              2. 
Scheduled-Monument-Detector
Scheduled-Monument-DetectorPublic
                
Use OWS and Google Earth Engine to access image/map data to be able to classify scheduled monuments.

                Jupyter Notebook
2

              3. 
Census_GeneralElection_ML_Learning
Census_GeneralElection_ML_LearningPublic
                
This is a personal repo for me to practice machine learning work. The impetus for this was just the thought "what could I gleam from the 2021 Census data?" and then the question came with "Could I …

                Jupyter Notebook
1

              4. 
DND-Data-Scraper
DND-Data-ScraperPublic
                
Short project to familiarise myself with Sentiment Analysis, NLP, Machine Learning and Web-scraping. The experiment involves prediction the classification of a spell based on its description.

                Jupyter Notebook
1

              5. 
RoryThomas16
RoryThomas16Public
                
Config files for my GitHub profile.

              6. 
Live-Outage-Detector
Live-Outage-DetectorPublic
                Python
              
, '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 RoryThomas16's full-sized avatar
                
Block or report RoryThomas16

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Learn more about blocking users.

                
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Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

                Report abuse
                
Contact GitHub support about this user’s behavior.
Learn more about reporting abuse.

                Report abuse
                RoryThomas16/README.md
                • 👋 Hi, I’m Rory
                • 👀 I’m interested in Machine Learning, Data Science, Data Engineering, Embedded Software, and Statistics.
                • 🌱 I’m currently learning Python, R, Java, and C++.
                • 😄 Pronouns: He/Him
                
Popular repositories
Loading
                1. 
Cardiff-Housing-Price-Predictor
Cardiff-Housing-Price-PredictorPublic
                  
Web-scraping Rightmove data to build up predictors and forecasts for house price

                  Jupyter Notebook
2

                2. 
Scheduled-Monument-Detector
Scheduled-Monument-DetectorPublic
                  
Use OWS and Google Earth Engine to access image/map data to be able to classify scheduled monuments.

                  Jupyter Notebook
2

                3. 
Census_GeneralElection_ML_Learning
Census_GeneralElection_ML_LearningPublic
                  
This is a personal repo for me to practice machine learning work. The impetus for this was just the thought "what could I gleam from the 2021 Census data?" and then the question came with "Could I …

                  Jupyter Notebook
1

                4. 
DND-Data-Scraper
DND-Data-ScraperPublic
                  
Short project to familiarise myself with Sentiment Analysis, NLP, Machine Learning and Web-scraping. The experiment involves prediction the classification of a spell based on its description.

                  Jupyter Notebook
1

                5. 
RoryThomas16
RoryThomas16Public
                  
Config files for my GitHub profile.

                6. 
Live-Outage-Detector
Live-Outage-DetectorPublic
                  Python
                
, '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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                  Report abuse
                  
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Learn more about reporting abuse.

                  Report abuse
                  RoryThomas16/README.md
                  • 👋 Hi, I’m Rory
                  • 👀 I’m interested in Machine Learning, Data Science, Data Engineering, Embedded Software, and Statistics.
                  • 🌱 I’m currently learning Python, R, Java, and C++.
                  • 😄 Pronouns: He/Him
                  
Popular repositories
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                  1. 
Cardiff-Housing-Price-Predictor
Cardiff-Housing-Price-PredictorPublic
                    
Web-scraping Rightmove data to build up predictors and forecasts for house price

                    Jupyter Notebook
2

                  2. 
Scheduled-Monument-Detector
Scheduled-Monument-DetectorPublic
                    
Use OWS and Google Earth Engine to access image/map data to be able to classify scheduled monuments.

                    Jupyter Notebook
2

                  3. 
Census_GeneralElection_ML_Learning
Census_GeneralElection_ML_LearningPublic
                    
This is a personal repo for me to practice machine learning work. The impetus for this was just the thought "what could I gleam from the 2021 Census data?" and then the question came with "Could I …

                    Jupyter Notebook
1

                  4. 
DND-Data-Scraper
DND-Data-ScraperPublic
                    
Short project to familiarise myself with Sentiment Analysis, NLP, Machine Learning and Web-scraping. The experiment involves prediction the classification of a spell based on its description.

                    Jupyter Notebook
1

                  5. 
RoryThomas16
RoryThomas16Public
                    
Config files for my GitHub profile.

                  6. 
Live-Outage-Detector
Live-Outage-DetectorPublic
                    Python