Deep Learning/Machine Learning Technical Interest Group (TIG)

Applying new analytics, neural networks, computational approaches using structured and unstructured data, and also training neural networks with supervised and unsupervised algorithms. Chaired by Patrick Ng and Andrew Munoz.
Deep Learning - Machine Learning TIG
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0 Replies and 524 Views Read This First!      524  0 Started by  Bogdan Michka Welcome to AAPG N.E.T., an online space where you can Network, Engage and Talk. Please complete the following steps before you begin interacting with the discussion boards: 1. Take time to review your profile and privacy settings, paying attention to your display name and photo, as they will be used to identify your posts. 2. Read the Discussion Boards FAQ page to learn the rules and get familiar with the features: http://www.aapg.org/career/aapg-net/discussion-boards-faq — pa...
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09 May 2017 03:37 PM
0 Replies and 14 Views 4D goes open source (maybe)  14  0 Started by  Patrick Ng https://www.offshore-mag.com/geosciences/article/14276810/nine-majors-supporting-4d-seismic-rd-programutm_source=OFFDaily&utm_medium=email&utm_campaign=CPS220519097&o_eid=3093J7407178A5X&rdx.ident5Bpull5D=omeda7C3093J7407178A5X&oly_enc_id=3093J7407178A5X If there is one thing this Deep Learning community can all get behind, it is 4D in open source. For 3D, we have the tools - convolutional neural network CNN for image recognition (seismic sections), recurrent neural networ...
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20 May 2022 10:29 AM
0 Replies and 39 Views Update codes from Tensorflow 1.0 to 2.0 - Road Taken  39  0 Started by  Patrick Ng If you are, like me, having bunch of deep neural network (DNN) Tensorflow 1.0 (tf.1) codes that served their purpose, but now want to run on GPU and perform more experiments faster, then the following may help save a weekend (rather than banging head tracking down barrage of error messages). Issue - Tensorflow 2 (tf.2) supports GPU but is not backward compatible (tf.1 codes won't run as is). Lesson 1 - upgrade from tf.1 to tf.2 (i.e., completed installation), the first roadblock is...
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10 May 2022 08:38 PM
0 Replies and 18 Views Update codes from Tensorflow 1.0 to 2.0 - Road Taken  18  0 Started by  Patrick Ng If you are, like me, have bunch of deep neural network (DNN) Tensorflow 1.0 (tf.1) codes that served their purpose, but now want to run on GPU and perform more experiments faster, then the following may help save a weekend (rather than banging head tracking down barrage of error messages). Issue - Tensorflow 2 (tf.2) supports GPU but is not backward compatible (tf.1 codes won't run as is). Lesson 1 - upgrade from tf.1 to tf.2 (i.e., completed installation), the first roadblock is that plac...
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10 May 2022 08:38 PM
0 Replies and 42 Views The Great Debate Series - Future of Petroleum  42  0 Started by  Patrick Ng https://aapg.informz.net/informzdataservice/onlineversion/ind/bWFpbGluZ2luc3RhbmNlaWQ9MTA1NjQ3NTUmc3Vic2NyaWJlcmlkPTEwNTUyOTczMTg= To make sure your voice is heard, sign up for free and be part of the Great Debate. Then on an ongoing basis, we can come back here and share insights on using data analytics and AI-ML to further explore new possibilities and push the frontier of sustainable energy supply in the post-Ukraine world. ...
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07 May 2022 09:28 AM
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