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Deep Learning Acronym Cheatsheet _ Post _ Coding For Entrepreneurs.html
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<div id="root"><div class="min-page-height"><div><nav class="bg-cfe navbar-dark d-flex navbar navbar-expand-md"><a class="navbar-brand mr-2 active" aria-current="page" href="https://www.codingforentrepreneurs.com/"><img src="./Deep Learning Acronym Cheatsheet _ Post _ Coding For Entrepreneurs_files/android-icon-48x48.png" class="d-inline-block align-top mr-1" width="30" height="30" alt="Coding for Entrepreneurs nav logo"></a><form class="my-0 form d-none d-md-inline w-25"><input class="form-control mr-md-2" type="text" name="q" placeholder="Search" aria-label="Search" value=""><button class="btn btn-outline-secondary d-none" type="submit">Search</button></form><button type="button" class="navbar-toggler"><span class="navbar-toggler-icon"></span></button><div class="collapse navbar-collapse"><ul class="ml-auto text-center navbar-nav"><li class="nav-item"><a class="nav-link" href="https://www.codingforentrepreneurs.com/courses">Courses</a></li><li class="nav-item"><a class="nav-link" href="https://www.codingforentrepreneurs.com/projects">Projects</a></li><li class="nav-item"><a class="nav-link" href="https://www.codingforentrepreneurs.com/login">Login</a></li><li class="nav-item"><a class="nav-link bg-warning text-dark rounded" href="https://www.codingforentrepreneurs.com/enroll">Enroll</a></li></ul></div></nav></div><div class="container-fluid"><div class="row d-flex"><div class="order-1 order-md-1 col-12 col-md-2 border-right py-3 bg-sidebar-light"><div><div expand="md"><div class="d-md-none"><form class="my-0 form d-md-none d-inline w-25"><input class="form-control mr-md-2" type="text" name="q" placeholder="Search" aria-label="Search" value=""><button class="btn btn-outline-secondary d-none" type="submit">Search</button></form></div><div class="false"><ul class="mb-4 list-group"><a class="list-group-item px-2" href="https://www.codingforentrepreneurs.com/courses">Courses</a><a class="list-group-item px-2" href="https://www.codingforentrepreneurs.com/projects">Projects</a><a class="list-group-item px-2" href="https://www.codingforentrepreneurs.com/blog">Posts</a><a class="list-group-item px-2" href="https://www.codingforentrepreneurs.com/t">Topics</a></ul><ul class="mb-4 list-group"><a class="list-group-item px-2 d-none" href="https://www.codingforentrepreneurs.com/messages">Messages</a><a class="list-group-item px-2" href="https://www.codingforentrepreneurs.com/questions">Questions</a><a class="list-group-item px-2" href="https://www.codingforentrepreneurs.com/blocks">Code Blocks</a></ul><ul class="mb-4 list-group"><a class="list-group-item px-2 text-success" href="https://www.codingforentrepreneurs.com/from-zero">Start Here</a></ul></div></div></div></div><div class="order-2 order-md-2 col-12 col-md-10 min-height min-page-height py-3"><div class=""><div></div><div><nav class="d-md-block d-none" aria-label="breadcrumb"><ol class="breadcrumb"><li class="breadcrumb-item"><a class="undefined active" aria-current="page" href="https://www.codingforentrepreneurs.com/blog">Posts</a></li><li class="active breadcrumb-item" aria-current="page">Deep Learning Acronym Cheatsheet</li></ol></nav><div class="row"><div class="col-md-9"><img class="img-fluid mb-3" src="./Deep Learning Acronym Cheatsheet _ Post _ Coding For Entrepreneurs_files/Deep-learning-acronyms.jpg" alt="Deep Learning Acronym Cheatsheet Logo}"><h1>Deep Learning Acronym Cheatsheet</h1><p class="mb-1 pb-0 "><span class="bg-warning text-dark rounded px-3 py-1 mr-1 small">This post is under development</span></p><p class="mb-0 pb-0"><span format="LL">September 22, 2018</span> <span>· <a class="undefined" href="https://www.codingforentrepreneurs.com/u/jmitchel3">Justin Mitchel</a> </span></p><hr><div class="undefined "><p>Below as a list I'm working on to compile all the various acronyms in Deep Learning. Please share yours in the comments!</p><table><thead><tr><th>Acronym</th><th>Name</th></tr></thead><tbody><tr><td>ADT</td><td>Automatic Drum Transcription</td></tr><tr><td>AE</td><td>AutoEncoder</td></tr><tr><td>AGI</td><td>Artificial General Intelligence</td></tr><tr><td>AI</td><td>Artificial Intelligence</td></tr><tr><td>AMT</td><td>Automatic Music Transcription</td></tr><tr><td>ANN</td><td>Artificial Neural Network</td></tr><tr><td>ARNN</td><td>Anticipation Recurrent Neural Network</td></tr><tr><td>BILSTM</td><td>Bidirectional Long Short-Term Memory</td></tr><tr><td>BPTT</td><td>Back-Propagation Through Time</td></tr><tr><td>BRNN</td><td>Bidirectional Recurrent Neural Network</td></tr><tr><td>BQML</td><td>Big Query Machine Learning</td></tr><tr><td>CDBN</td><td>Convolutional Deep Belief Networks</td></tr><tr><td>CEC</td><td>Constant Error Carousel</td></tr><tr><td>CLNN</td><td>ConditionaL Neural Networks</td></tr><tr><td>CNN</td><td>Convolutional Neural Network</td></tr><tr><td>ConvNet</td><td>Convolutional Neural Network</td></tr><tr><td>CRBM</td><td>Conditional Restricted Boltzmann Machine</td></tr><tr><td>CRNN</td><td>Convolutional Recurrent Neural Network</td></tr><tr><td>DAE</td><td>Denoising AutoEncoder or Deep AutoEncoder</td></tr><tr><td>DBM</td><td>Deep Boltzmann Machine</td></tr><tr><td>DBN</td><td>Deep Belief Network</td></tr><tr><td>DeconvNet</td><td>DeConvolutional Neural Network</td></tr><tr><td>DL</td><td>Deep Learning</td></tr><tr><td>DNN</td><td>Deep Neural Network</td></tr><tr><td>DSN</td><td>Deep Stacking Network</td></tr><tr><td>DWT</td><td>Discrete Wavelet Transform</td></tr><tr><td>ELM</td><td>Extreme Learning Machine</td></tr><tr><td>ETL Pipeline</td><td>Extract, Transform, Load Pipeline</td></tr><tr><td>FC</td><td>Fully Connected</td></tr><tr><td>FCN</td><td>Fully Convolutional Network</td></tr><tr><td>FC-CNN</td><td>Fully Convolutional Convolutional Neural Network</td></tr><tr><td>FC-LSTM</td><td>Fully Connected Long Short-Term Memory</td></tr><tr><td>GAN</td><td>Generative Adversarial Network</td></tr><tr><td>GBRCN</td><td>Gradient-Boosting Random Convolutional Network</td></tr><tr><td>GFNN</td><td>Gradient Frequency Neural Networks</td></tr><tr><td>GLCM</td><td>Gray Level Co-occurrence Matrix</td></tr><tr><td>HAN</td><td>Hierarchical Attention Network</td></tr><tr><td>HHDS</td><td>HipHop Dataset</td></tr><tr><td>LSTM</td><td>Long Short-Term Memory</td></tr><tr><td>MCLNN</td><td>Masked ConditionaL Neural Networks</td></tr><tr><td>MER</td><td>Music Emotion Recognition</td></tr><tr><td>ML</td><td>Machine Learning</td></tr><tr><td>MLM</td><td>Music Language Models</td></tr><tr><td>MLP</td><td>Multi-Layer Perceptron</td></tr><tr><td>MRS</td><td>Music Recommender System</td></tr><tr><td>MSDAE</td><td>Modified Sparse Denoising Autoencoder</td></tr><tr><td>MSE</td><td>Mean Squared Error</td></tr><tr><td>MSR</td><td>Music Style Recognition</td></tr><tr><td>NN</td><td>Neural Network</td></tr><tr><td>NNMODFF</td><td>Neural Network based Multi-Onset Detection Function Fusion</td></tr><tr><td>ODF</td><td>Onset Detection Function</td></tr><tr><td>PNN</td><td>Probabilistic Neural Network</td></tr><tr><td>POC</td><td>Proof of Concept</td></tr><tr><td>PReLU</td><td>Parametric Rectified Linear Unit</td></tr><tr><td>RANSAC</td><td>RANdom SAmple Consensus</td></tr><tr><td>RBM</td><td>Restricted Boltzmann Machine</td></tr><tr><td>ReLU</td><td>Rectified Linear Unit</td></tr><tr><td>RICNN</td><td>Rotation Invariant Convolutional Neural Network</td></tr><tr><td>RNN</td><td>Recurrent Neural Network</td></tr><tr><td>RTRL</td><td>Real-Time Recurrent Learning</td></tr><tr><td>SAE</td><td>Stacked AE</td></tr><tr><td>SDAE</td><td>Stacked DAE</td></tr><tr><td>SGD</td><td>Stochastic Gradient Descent</td></tr><tr><td>SVM</td><td>Support Vector Machine</td></tr><tr><td>SVD</td><td>Singing Voice Detection</td></tr><tr><td>SVS</td><td>Singing Voice Separation</td></tr><tr><td>VAD</td><td>Voice Activity Detection</td></tr><tr><td>VAE</td><td>Variational AutoEncoder</td></tr><tr><td>VPNN</td><td>Vector Product Neural Network</td></tr><tr><td>WPE</td><td>Weighted Prediction Error</td></tr></tbody></table></div><div><div class="row"><div class="col-md-9 col-12"><h1>Comments</h1><div><form><textarea rows="4" class="form-control cfe-cmt-textarea mt-2" name="content" placeholder="Write your comment/question"></textarea><div class="d-flex flex-row"><div class="col ml-auto text-right px-0"><button type="submit" class="btn btn-primary mt-2"><svg aria-hidden="true" focusable="false" data-prefix="fas" data-icon="paper-plane" class="svg-inline--fa fa-paper-plane fa-w-16 " role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M476 3.2L12.5 270.6c-18.1 10.4-15.8 35.6 2.2 43.2L121 358.4l287.3-253.2c5.5-4.9 13.3 2.6 8.6 8.3L176 407v80.5c0 23.6 28.5 32.9 42.5 15.8L282 426l124.6 52.2c14.2 6 30.4-2.9 33-18.2l72-432C515 7.8 493.3-6.8 476 3.2z"></path></svg> Comment</button></div></div></form></div><div><div id="comment-row-11561" class="row my-4 comment-row-11561 undefined"><div class="comment-avatar col-2 text-center"><a class="undefined" href="https://www.codingforentrepreneurs.com/u/OussemaKhlifi"><div class="text-avatar "><span>O</span></div></a></div><div class="comment-content col-10"><div class="row"><div class="col-8"><b> <a class="undefined" href="https://www.codingforentrepreneurs.com/u/OussemaKhlifi/">OussemaKhlifi</a></b><span class="comment-gray ml-2">7 months, 3 weeks ago</span><small class="comment-gray mx-2"><a class="undefined" href="https://www.codingforentrepreneurs.com/comments/11561">Thread</a></small></div></div><div class="comment-body mb-4" data-id="11561"><div><div class="undefined "><p>this is so cool i hope there is some deep learning series in the future</p></div><div> <div class="row my-4 border-top pt-4 undefined"><div class="comment-avatar col-2 text-center "><a class="undefined" href="https://www.codingforentrepreneurs.com/u/jmitchel3"><div class="text-avatar text-avatar-img"><img class="mx-auto img-fluid rounded" src="./Deep Learning Acronym Cheatsheet _ Post _ Coding For Entrepreneurs_files/jmitchel3.jpg" alt="avatar"></div></a></div><div class="col-10"><div class="row"><div class="col-8"><b> <a class="undefined" href="https://www.codingforentrepreneurs.com/u/jmitchel3/">jmitchel3</a></b><span class="comment-gray ml-2">7 months, 3 weeks ago</span></div></div><div class="comment-body mb-4 " data-id="11562"><div class="undefined "><p>Thanks!</p></div></div></div></div></div><div><form><textarea rows="2" class="form-control cfe-cmt-textarea mt-2" name="content" placeholder="Write your reply"></textarea><div class="d-flex flex-row"><div class="col ml-auto text-right px-0"><button type="submit" class="btn btn-primary mt-2"><svg aria-hidden="true" focusable="false" data-prefix="fas" data-icon="paper-plane" class="svg-inline--fa fa-paper-plane fa-w-16 " role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M476 3.2L12.5 270.6c-18.1 10.4-15.8 35.6 2.2 43.2L121 358.4l287.3-253.2c5.5-4.9 13.3 2.6 8.6 8.3L176 407v80.5c0 23.6 28.5 32.9 42.5 15.8L282 426l124.6 52.2c14.2 6 30.4-2.9 33-18.2l72-432C515 7.8 493.3-6.8 476 3.2z"></path></svg> Reply</button></div></div></form></div></div></div></div></div></div><div><div id="comment-row-9124" class="row my-4 comment-row-9124 undefined"><div class="comment-avatar col-2 text-center"><a class="undefined" href="https://www.codingforentrepreneurs.com/u/Francesco"><div class="text-avatar "><span>F</span></div></a></div><div class="comment-content col-10"><div class="row"><div class="col-8"><b> <a class="undefined" href="https://www.codingforentrepreneurs.com/u/Francesco/">Francesco</a></b><span class="comment-gray ml-2">1 year, 4 months ago</span><small class="comment-gray mx-2"><a class="undefined" href="https://www.codingforentrepreneurs.com/comments/9124">Thread</a></small></div></div><div class="comment-body mb-4" data-id="9124"><div><div class="undefined "><p>TensorFlow is coming soon on CFE?</p></div><div> <div class="row my-4 border-top pt-4 undefined"><div class="comment-avatar col-2 text-center "><a class="undefined" href="https://www.codingforentrepreneurs.com/u/jmitchel3"><div class="text-avatar text-avatar-img"><img class="mx-auto img-fluid rounded" src="./Deep Learning Acronym Cheatsheet _ Post _ Coding For Entrepreneurs_files/jmitchel3.jpg" alt="avatar"></div></a></div><div class="col-10"><div class="row"><div class="col-8"><b> <a class="undefined" href="https://www.codingforentrepreneurs.com/u/jmitchel3/">jmitchel3</a></b><span class="comment-gray ml-2">1 year, 4 months ago</span></div></div><div class="comment-body mb-4 " data-id="9125"><div class="undefined "><p>It's hard to imagine that something in the AI space isn't coming to CFE in the near future :)</p></div></div></div></div></div><div> <div class="row my-4 border-top pt-4 undefined"><div class="comment-avatar col-2 text-center "><a class="undefined" href="https://www.codingforentrepreneurs.com/u/JunaidAli12dab261a7644c42"><div class="text-avatar "><span>J</span></div></a></div><div class="col-10"><div class="row"><div class="col-8"><b> <a class="undefined" href="https://www.codingforentrepreneurs.com/u/JunaidAli12dab261a7644c42/">JunaidAli12dab261a7644c42</a></b><span class="comment-gray ml-2">1 year, 4 months ago</span></div></div><div class="comment-body mb-4 " data-id="9256"><div class="undefined "><p>When AI will be available on cfe?</p></div></div></div></div></div><div> <div class="row my-4 border-top pt-4 undefined"><div class="comment-avatar col-2 text-center "><a class="undefined" href="https://www.codingforentrepreneurs.com/u/jmitchel3"><div class="text-avatar text-avatar-img"><img class="mx-auto img-fluid rounded" src="./Deep Learning Acronym Cheatsheet _ Post _ Coding For Entrepreneurs_files/jmitchel3.jpg" alt="avatar"></div></a></div><div class="col-10"><div class="row"><div class="col-8"><b> <a class="undefined" href="https://www.codingforentrepreneurs.com/u/jmitchel3/">jmitchel3</a></b><span class="comment-gray ml-2">1 year, 3 months ago</span></div></div><div class="comment-body mb-4 " data-id="9258"><div class="undefined "><p>@JunaidAli12dab261a7644c42, we don’t have any release dates on that one yet.</p></div></div></div></div></div><div><form><textarea rows="2" class="form-control cfe-cmt-textarea mt-2" name="content" placeholder="Write your reply"></textarea><div class="d-flex flex-row"><div class="col ml-auto text-right px-0"><button type="submit" class="btn btn-primary mt-2"><svg aria-hidden="true" focusable="false" data-prefix="fas" data-icon="paper-plane" class="svg-inline--fa fa-paper-plane fa-w-16 " role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M476 3.2L12.5 270.6c-18.1 10.4-15.8 35.6 2.2 43.2L121 358.4l287.3-253.2c5.5-4.9 13.3 2.6 8.6 8.3L176 407v80.5c0 23.6 28.5 32.9 42.5 15.8L282 426l124.6 52.2c14.2 6 30.4-2.9 33-18.2l72-432C515 7.8 493.3-6.8 476 3.2z"></path></svg> Reply</button></div></div></form></div></div></div></div></div></div><div><div id="comment-row-9114" class="row my-4 comment-row-9114 undefined"><div class="comment-avatar col-2 text-center"><a class="undefined" href="https://www.codingforentrepreneurs.com/u/amir.s"><div class="text-avatar text-avatar-img"><img class="mx-auto img-fluid rounded" src="./Deep Learning Acronym Cheatsheet _ Post _ Coding For Entrepreneurs_files/amir.s.jpg" alt="avatar"></div></a></div><div class="comment-content col-10"><div class="row"><div class="col-8"><b> <a class="undefined" href="https://www.codingforentrepreneurs.com/u/amir.s/">amir.s</a></b><span class="comment-gray ml-2">1 year, 4 months ago</span><small class="comment-gray mx-2"><a class="undefined" href="https://www.codingforentrepreneurs.com/comments/9114">Thread</a></small></div></div><div class="comment-body mb-4" data-id="9114"><div><div class="undefined "><p>do Reinforcement Learning and Graphical Models.</p></div><div><form><textarea rows="2" class="form-control cfe-cmt-textarea mt-2" name="content" placeholder="Write your reply"></textarea><div class="d-flex flex-row"><div class="col ml-auto text-right px-0"><button type="submit" class="btn btn-primary mt-2"><svg aria-hidden="true" focusable="false" data-prefix="fas" data-icon="paper-plane" class="svg-inline--fa fa-paper-plane fa-w-16 " role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 512 512"><path fill="currentColor" d="M476 3.2L12.5 270.6c-18.1 10.4-15.8 35.6 2.2 43.2L121 358.4l287.3-253.2c5.5-4.9 13.3 2.6 8.6 8.3L176 407v80.5c0 23.6 28.5 32.9 42.5 15.8L282 426l124.6 52.2c14.2 6 30.4-2.9 33-18.2l72-432C515 7.8 493.3-6.8 476 3.2z"></path></svg> Reply</button></div></div></form></div></div></div></div></div></div><div><div id="comment-row-9106" class="row my-4 comment-row-9106 undefined"><div class="comment-avatar col-2 text-center"><a class="undefined" href="https://www.codingforentrepreneurs.com/u/oma0256"><div class="text-avatar "><span>O</span></div></a></div><div class="comment-content col-10"><div class="row"><div class="col-8"><b> <a class="undefined" href="https://www.codingforentrepreneurs.com/u/oma0256/">oma0256</a></b><span class="comment-gray ml-2">1 year, 4 months ago</span><small class="comment-gray mx-2"><a class="undefined" href="https://www.codingforentrepreneurs.com/comments/9106">Thread</a></small></div></div><div class="comment-body mb-4" data-id="9106"><div><div class="undefined "><p>Justin should we expect deep learning series anytime soon</p></div><div> <div class="row my-4 border-top pt-4 undefined"><div class="comment-avatar col-2 text-center "><a class="undefined" href="https://www.codingforentrepreneurs.com/u/jmitchel3"><div class="text-avatar text-avatar-img"><img class="mx-auto img-fluid rounded" src="./Deep Learning Acronym Cheatsheet _ Post _ Coding For Entrepreneurs_files/jmitchel3.jpg" alt="avatar"></div></a></div><div class="col-10"><div class="row"><div class="col-8"><b> <a class="undefined" href="https://www.codingforentrepreneurs.com/u/jmitchel3/">jmitchel3</a></b><span class="comment-gray ml-2">1 year, 4 months ago</span></div></div><div class="comment-body mb-4 " data-id="9107"><div class="undefined "><p>Nothing official just yet!</p></div></div></div></div></div><div><form><textarea rows="2" class="form-control cfe-cmt-textarea mt-2" name="content" placeholder="Write your reply"></textarea><div class="d-flex flex-row"><div class="col ml-auto text-right px-0"><button type="submit" class="btn btn-primary mt-2"><svg aria-hidden="true" focusable="false" data-prefix="fas" data-icon="paper-plane" class="svg-inline--fa fa-paper-plane 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