{"id":1737,"date":"2016-07-14T11:22:03","date_gmt":"2016-07-14T11:22:03","guid":{"rendered":"http:\/\/sites.uac.pt\/amendes\/?p=1737"},"modified":"2016-07-14T11:22:15","modified_gmt":"2016-07-14T11:22:15","slug":"deeplearning4j-documentation","status":"publish","type":"post","link":"https:\/\/sites.uac.pt\/amendes\/data-mining\/deeplearning4j-documentation\/","title":{"rendered":"Deeplearning4j Documentation"},"content":{"rendered":"<div id=\"attachment_1738\" style=\"width: 310px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/deeplearning4j.org\/documentation\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1738\" class=\"size-medium wp-image-1738\" src=\"http:\/\/sites.uac.pt\/amendes\/files\/2016\/07\/deeplearning-300x74.png\" alt=\"clique na imagem para seguir o link\" width=\"300\" height=\"74\" srcset=\"https:\/\/sites.uac.pt\/amendes\/files\/2016\/07\/deeplearning-300x74.png 300w, https:\/\/sites.uac.pt\/amendes\/files\/2016\/07\/deeplearning.png 954w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><p id=\"caption-attachment-1738\" class=\"wp-caption-text\">clique na imagem para seguir o link<\/p><\/div>\n<p><span style=\"color: #ff0000\">O site de um pacote java para deeplearing com montes de info. sobre redes neuronais e afins.<\/span><\/p>\n<ul>\n<li>How To\n<ul>\n<li><a href=\"http:\/\/deeplearning4j.org\/quickstart\">Quickstart: Running Examples and DL4J in Your Projects<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/gettingstarted\">Comprehensive Setup Guide<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/buildlocally\">Build Locally From Master<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/devguide\">Contribute to DL4J (Developer Guide)<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/neuralnetworktable\">Choose a Neural Net<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/maven\">Use the Maven Build Tool<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/canova\">Vectorize Data With Canova<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/image-data-pipeline.html#record\">Build a Data Pipeline<\/a><\/li>\n<li><a href=\"http:\/\/nd4j.org\/benchmarking\">Run Benchmarks<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/buildtools\">Configure DL4J in Ivy, Gradle, SBT etc<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/doc\/\">Find a DL4J Class or Method<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/modelpersistence\">Save and Load Models<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/output\">Interpret Neural Net Output<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/tsne-visualization\">Visualize Data with t-SNE<\/a><\/li>\n<li><a href=\"http:\/\/nd4j.org\/gpu_native_backends.html\">Swap CPUs for GPUs<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/image-data-pipeline\">Customize an Image Pipeline<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/linear-regression\">Perform Regression With Neural Nets<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/troubleshootingneuralnets\">Troubleshoot Training &amp; Select Network Hyperparameters<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/visualization\">Visualize, Monitor and Debug Network Learning<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/spark-fast-native-binaries\">Speed Up Spark With Native Binaries<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/welldressed-recommendation-engine\">Build a Recommendation Engine With DL4J<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/usingrnns\">Use Recurrent Networks in DL4J<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/compgraph\">Build Complex Network Architectures with Computation Graph<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/earlystopping\">Train Networks using Early Stopping<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/snapshot\">Download Snapshots With Maven<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/customizelossfunction\">Customize a Loss Function<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/neuralnet-overview\">Introduction to Neural Networks<\/a>\n<ul>\n<li><a href=\"http:\/\/deeplearning4j.org\/restrictedboltzmannmachine\">Restricted Boltzmann Machines<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/convolutionalnets\">Convolutional Nets (ConvNets)<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/lstm\">Long Short-Term Memory Units (LSTMs)<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/denoisingautoencoder\">Denoising Autoencoders<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/recurrentnetwork\">Recurrent Nets and LSTMs<\/a><\/li>\n<\/ul>\n<\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/multinetwork\">Multilayer Neural Nets<\/a>\n<ul>\n<li><a href=\"http:\/\/deeplearning4j.org\/deepbeliefnetwork\">Deep-Belief Network<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/deepautoencoder\">Deep AutoEncoder<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/stackeddenoisingautoencoder\">Stacked Denoising Autoencoders<\/a><\/li>\n<\/ul>\n<\/li>\n<li>Tutorials\n<ul>\n<li><a href=\"http:\/\/deeplearning4j.org\/usingrnns\">Using Recurrent Nets in DL4J<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/deepbeliefnetwork.html\">MNIST DBN Tutorial<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/iris-flower-dataset-tutorial\">Iris Flower Tutorial<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/canova\">Canova: Vectorization Lib for ML Tools<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/updater\">Neural Net Updaters: SGD, Adam, Adagrad, Adadelta, RMSProp<\/a><\/li>\n<\/ul>\n<\/li>\n<li>Datasets\n<ul>\n<li><a href=\"http:\/\/deeplearning4j.org\/data-sets-ml\">Datasets and Machine Learning<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/customdatasets\">Custom Datasets<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/csv-deep-learning\">CSV Data Uploads<\/a><\/li>\n<\/ul>\n<\/li>\n<li>Scaleout\n<ul>\n<li><a href=\"http:\/\/deeplearning4j.org\/iterativereduce\">Iterative Reduce Defined<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/scaleout\">Multiprocessor \/ Clustering<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/distributed\">Running Worker Nodes<\/a><\/li>\n<\/ul>\n<\/li>\n<li>Text\n<ul>\n<li><a href=\"http:\/\/deeplearning4j.org\/nlp\">DL4J&#8217;s NLP Framework<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/word2vec\">Word2vec for Java and Scala<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/textanalysis\">Textual Analysis and DL<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/bagofwords-tf-idf\">Bag of Words<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/sentenceiterator\">Sentence and Document Segmentation<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/tokenization\">Tokenization<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/vocabcache\">Vocab Cache<\/a><\/li>\n<\/ul>\n<\/li>\n<li>Resources\n<ul>\n<li><a href=\"http:\/\/deeplearning4j.org\/compare-dl4j-torch7-pylearn\">DL4J, Torch7, Theano and Caffe<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/glossary\">Glossary of Terms for Deep Learning and Neural Nets<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/accuracy\">Deep Learning&#8217;s Accuracy<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/deeplearning4j\/DataVEc\">DataVec: ETL for ML<\/a><\/li>\n<li><a href=\"http:\/\/nd4j.org\/backend.html\">ND4J Backends: How They Work<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/model-zoo\">Model Zoo<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/unsupervised-learning\">Unsupervised Learning: Use Cases<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/eigenvector\">Eigenvectors, PCA, Covariance and Entropy<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/thoughtvectors\">Thought Vectors, AI and NLP<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/questions\">Questions to Ask When Applying DL<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/ai-machinelearning-deeplearning\">AI, Machine Learning and Deep Learning<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/reinforcementlearning\">DL and Reinforcement Learning<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/doc\">Javadoc: DL4J Methods and Classes<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/canovadoc\/\">Canova Javadoc: Canova Methods and Classes<\/a><\/li>\n<li><a href=\"http:\/\/nd4j.org\/userguide\">ND4J User Guide<\/a><\/li>\n<li><a href=\"http:\/\/nd4j.org\/doc\/\">ND4J Javadoc<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/scala\">Scala, Spark and Deep Learning<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/deeplearningpapers\">Further Reading on Deep Learning<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/deeplearningtranslated\">Deep Learning in Other Languages<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/use_cases\">Use Cases<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/architecture\">Architecture<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/features\">Features<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/roadmap\">Roadmap<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/about\">About<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/opendata\">Open Data<\/a><\/li>\n<li><a href=\"http:\/\/deeplearning4j.org\/releasenotes\">Latest Release Notes<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span>Guardar<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>O site de um pacote java para deeplearing com montes de info. sobre redes neuronais e afins. How To Quickstart: Running Examples and DL4J in Your Projects Comprehensive Setup Guide Build Locally From Master Contribute to DL4J (Developer Guide) Choose a Neural Net Use the Maven Build Tool Vectorize Data With Canova Build a Data [&hellip;]<\/p>\n","protected":false},"author":159,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[103,150,137],"tags":[74,174,153,191],"class_list":["post-1737","post","type-post","status-publish","format-standard","hentry","category-data-mining","category-materiais-para-profissionais","category-software","tag-analise-de-dados","tag-big-data","tag-desnvolvimento-de-software","tag-machine-learning"],"_links":{"self":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/1737","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/users\/159"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/comments?post=1737"}],"version-history":[{"count":3,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/1737\/revisions"}],"predecessor-version":[{"id":1741,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/posts\/1737\/revisions\/1741"}],"wp:attachment":[{"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/media?parent=1737"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/categories?post=1737"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sites.uac.pt\/amendes\/wp-json\/wp\/v2\/tags?post=1737"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}