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115 116<!-- End Google Tag Manager for WordPress by gtm4wp.com --><style id="custom-background-css"> 117body.custom-background { background-color: #d1d4d9; } 118</style> 119<style id="wp-custom-css"> 120h1, h2, h3, h4 {color: #3c68a2;} 121 122.powered-by {display:none;} 123 124.site-title { 125 color: #3c68a2; 126 font-weight: 600; 127 font-size: 1.3em; 128 text-transform: inherit; 129} 130 131.page-id-77 .entry-header { 132 display:none; 133} 134 135.page-id-186 .entry-header { 136 display:none; 137} 138 139.site-footer { 140 display: none; 141} 142 143.home .wp-block-media-text__content { 144 padding: 0; 145} 146 147.widget-area { 148 margin-top: 0; 149} 150 151.page-id-77 .entry-content img { 152 filter: grayscale(1); 153} 154 155.singular h1.entry-title { 156 font-size: 40px 157} 158</style> 159<style id="core-block-supports-inline-css"> 160.wp-elements-f6d8d8ba963ddb40b6912d22b3521c70 a:where(:not(.wp-element-button)){color:#3c68a2;}.wp-elements-b123891eecd25b668afc8e23ed6f8bb5 a:where(:not(.wp-element-button)){color:#3c68a2;}.wp-container-core-columns-is-layout-8f761849{flex-wrap:nowrap;} 161/*# sourceURL=core-block-supports-inline-css */ 162</style> 163 164</head> 165 166<body data-rsssl=1 class="home wp-singular page-template-default page page-id-76 custom-background wp-embed-responsive wp-theme-twentytwentyone is-light-theme no-js singular has-main-navigation"> 167 168<!-- GTM Container placement set to automatic --> 169<!-- Google Tag Manager (noscript) --> 170 <noscript><iframe src="https://www.googletagmanager.com/ns.html?id=GTM-59V69JX" height="0" width="0" style="display:none;visibility:hidden" aria-hidden="true"></iframe></noscript> 171<!-- End Google Tag Manager (noscript) --><div id="page" class="site"> 172 <a class="skip-link screen-reader-text" href="#content">Skip to content</a> 173 174 175<header id="masthead" class="site-header has-title-and-tagline has-menu" role="banner"> 176 177 178 179<div class="site-branding"> 180 181 182 <h1 class="site-title">An Introduction to Tsetlin Machines</h1> 183 184 <p class="site-description"> 185 Ole-Christoffer Granmo </p> 186 </div><!-- .site-branding --> 187 188 <nav id="site-navigation" class="primary-navigation" role="navigation" aria-label="Primary menu"> 189 <div class="menu-button-container"> 190 <button id="primary-mobile-menu" class="button" aria-controls="primary-menu-list" aria-expanded="false"> 191 <span class="dropdown-icon open">Menu <svg class="svg-icon" width="24" height="24" aria-hidden="true" role="img" focusable="false" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M4.5 6H19.5V7.5H4.5V6ZM4.5 12H19.5V13.5H4.5V12ZM19.5 18H4.5V19.5H19.5V18Z" fill="currentColor"/></svg> </span> 192 <span class="dropdown-icon close">Close <svg class="svg-icon" width="24" height="24" aria-hidden="true" role="img" focusable="false" viewBox="0 0 24 24" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M12 10.9394L5.53033 4.46973L4.46967 5.53039L10.9393 12.0001L4.46967 18.4697L5.53033 19.5304L12 13.0607L18.4697 19.5304L19.5303 18.4697L13.0607 12.0001L19.5303 5.53039L18.4697 4.46973L12 10.9394Z" fill="currentColor"/></svg> </span> 193 </button><!-- #primary-mobile-menu --> 194 </div><!-- .menu-button-container --> 195 <div class="primary-menu-container"><ul id="primary-menu-list" class="menu-wrapper"><li id="menu-item-83" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-83"><a href="https://tsetlinmachine.org/about/">About the author</a></li> 196<li id="menu-item-187" class="menu-item menu-item-type-post_type menu-item-object-page menu-item-187"><a href="https://tsetlinmachine.org/acknowledgments/">Acknowledgments</a></li> 197</ul></div> </nav><!-- #site-navigation --> 198 199</header><!-- #masthead --> 200 201 <div id="content" class="site-content"> 202 <div id="primary" class="content-area"> 203 <main id="main" class="site-main" role="main"> 204 205<article id="post-76" class="post-76 page type-page status-publish hentry entry"> 206 207 208 <div class="entry-content"> 209 210<div class="wp-block-media-text alignwide has-media-on-the-right is-stacked-on-mobile is-vertically-aligned-top"><div class="wp-block-media-text__content"> 211<p class="has-background has-large-font-size wp-block-paragraph" style="background-color:#f1f1f1">Learn how to make Artificial Intelligence for all in the new book on Tsetlin Machines by Ole-Christoffer Granmo. Avoid Big Techâs black box models, go for full transparency and accessibility. <br><br>The book is free to download with code examples and is aimed at undergraduate students, but recommended reading for anyone interested in a new and open approach to AI.</p> 212 213 214 215<div class="wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex"> 216<div class="wp-block-button"><a class="wp-block-button__link has-background wp-element-button" href="https://tsetlinmachine.org/wp-content/uploads/2022/11/Tsetlin_Machine_Book_Chapter_One_Revised.pdf" style="background-color:#3c68a2">Download chapter 1</a></div> 217</div> 218</div><figure class="wp-block-media-text__media"><img fetchpriority="high" decoding="async" width="876" height="1024" src="https://tsetlinmachine.org/wp-content/uploads/2021/09/webbg-876x1024.png" alt="" class="wp-image-165 size-full" srcset="https://tsetlinmachine.org/wp-content/uploads/2021/09/webbg-876x1024.png 876w, https://tsetlinmachine.org/wp-content/uploads/2021/09/webbg-257x300.png 257w, https://tsetlinmachine.org/wp-content/uploads/2021/09/webbg-768x897.png 768w, https://tsetlinmachine.org/wp-content/uploads/2021/09/webbg.png 1163w" sizes="(max-width: 876px) 100v
218w, 876px" /></figure></div> 219 220 221 222<div class="wp-block-columns alignwide has-gray-color has-text-color has-background is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex" style="background-color:#f1f1f1"> 223<div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow"> 224<p class="wp-block-paragraph"><strong>Chapter 1</strong></p> 225 226 227 228<p class="has-link-color wp-elements-f6d8d8ba963ddb40b6912d22b3521c70 wp-block-paragraph"><a href="https://tsetlinmachine.org/wp-content/uploads/2022/11/Tsetlin_Machine_Book_Chapter_One_Revised.pdf">Your First Tsetlin Machine</a></p> 229 230 231 232<p class="has-link-color wp-elements-b123891eecd25b668afc8e23ed6f8bb5 wp-block-paragraph"><a href="https://github.com/cair/TsetlinMachineBook/blob/main/Chapter_1.ipynb">Jupyter notebook</a></p> 233</div> 234 235 236 237<div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow"> 238<p class="wp-block-paragraph"><strong>Chapter 2</strong></p> 239 240 241 242<p class="has-gray-color has-text-color wp-block-paragraph"><a href="https://tsetlinmachine.org/wp-content/uploads/2022/11/Tsetlin_Machine_Book_Chapter_2.pdf">Classification</a></p> 243</div> 244 245 246 247<div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow"> 248<p class="wp-block-paragraph"><strong>Chapter 3</strong></p> 249 250 251 252<p class="wp-block-paragraph">Regression (coming soon)</p> 253</div> 254 255 256 257<div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow"> 258<p class="wp-block-paragraph"><strong>Chapter 4</strong></p> 259 260 261 262<p class="wp-block-paragraph"><a href="https://tsetlinmachine.org/wp-content/uploads/2023/12/Tsetlin_Machine_Book_Chapter_4_Convolution.pdf">Convolution</a></p> 263</div> 264 265 266 267<div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow"> 268<p class="wp-block-paragraph"><strong>Chapter 5</strong></p> 269 270 271 272<p class="wp-block-paragraph">Pattern Weighing and Sharing</p> 273</div> 274</div> 275 276 277 278<div class="wp-block-columns alignwide has-gray-color has-text-color has-background is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex" style="background-color:#f1f1f1"> 279<div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow"> 280<p class="wp-block-paragraph"><strong>Chapter 6</strong></p> 281 282 283 284<p class="wp-block-paragraph">Auto-Encoding</p> 285</div> 286 287 288 289<div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow"> 290<p class="wp-block-paragraph"><strong>Chapter 7</strong></p> 291 292 293 294<p class="has-gray-color has-text-color wp-block-paragraph"><a href="https://tsetlinmachine.org/wp-content/uploads/2023/10/Tsetlin_Machine_Book_Chapter_7_Confidence_Trustworthiness_Composites.pdf">Confidence, Trustworthiness, and Composites</a></p> 295</div> 296 297 298 299<div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow"> 300<p class="wp-block-paragraph"><strong>Chapter 8</strong></p> 301 302 303 304<p class="wp-block-paragraph">Hierarchical Representation</p> 305</div> 306 307 308 309<div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow"> 310<p class="wp-block-paragraph"><strong>Chapter 9</strong></p> 311 312 313 314<p class="wp-block-paragraph">Graphs</p> 315</div> 316 317 318 319<div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow"> 320<p class="wp-block-paragraph"><strong>Chapter 10</strong></p> 321 322 323 324<p class="wp-block-paragraph">Natural Language and Image Processing</p> 325</div> 326</div> 327 328 329 330<p class="wp-block-paragraph"></p> 331 332 333 334<p class="wp-block-paragraph"></p> 335 </div><!-- .entry-content --> 336 337 </article><!-- #post-76 --> 338 </main><!-- #main --> 339 </div><!-- #primary --> 340 </div><!-- #content --> 341 342 343 <aside class="widget-area"> 344 <section id="block-12" class="widget widget_block widget_media_image"> 345<div class="wp-block-image"><figure class="alignleft size-large is-resized"><a href="https://www.uia.no"><img loading="lazy" decoding="async" src="https://tsetlinmachine.org/wp-content/uploads/2021/07/uia-horizontal-with-name-Positive-1024x255.png" alt="" class="wp-image-151" width="256" height="64" srcset="https://tsetlinmachine.org/wp-content/uploads/2021/07/uia-horizontal-with-name-Positive-1024x255.png 1024w, https://tsetlinmachine.org/wp-content/uploads/2021/07/uia-horizontal-with-name-Positive-300x75.png 300w, https://tsetlinmachine.org/wp-content/uploads/2021/07/uia-horizontal-with-name-Positive-768x191.png 768w, https://tsetlinmachine.org/wp-content/uploads/2021/07/uia-horizontal-with-name-Positive.png 1500w" sizes="auto, (max-width: 256px) 100v
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