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0 Replies and 400 Views
Cloud getting easier - Azure AutoML Time-Series Forecast 400 0
Started by Patrick Ng
Recall 'Dark Horse' back in a post here November 16, 2017 - https://broken.aapg.donfick.com/career/aapg-net/activity/aft/105 here is update on interesting actionable twist, i.e., no-code ML model training to deployment. Simply required time-series like data (think production history, wireline log) prepared as comma-separated values (csv file). https://medium.com/data-science-nerd/train-deploy-and-test-a-time-series-forecasting-model-with-automl-e00a9f878d1c Note - 1) AutoML is not just training ...
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20 Aug 2022 08:47 AM |
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0 Replies and 478 Views
Heart of GOLD redux 478 0
Started by Patrick Ng
Beyond sing along with Neil Young 'Heart of Gold', we can expand energy supply - hot and wet mix. From physical, heat to digital (coin mining). https://www.nrel.gov/news/program/2022/mining-and-geothermal-industries-could-strike-gold-through-partnership.html Rephrase 'Oil & Gas Deep Learning and Geothermal Could also Strike GOLD Through Partnership.' Consider we drill more than a million wells a year, gain lots of sampling and knowledge of geology. Deep Learning / whatever algorithms...
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28 Jul 2022 11:02 AM |
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0 Replies and 619 Views
Geothermal Pivot 2022 Datathon 619 0
Started by Patrick Ng
https://www.spegcs.org/events/6411/ We have read in Explorer: 'Existing Infrastructure Could Power Geothermal Revolution' (AAPG Explorer, January 2022) and watched PBS Geothermal video: https://www.pbs.org/newshour/show/why-geothermal-energy-is-being-viewed-as-a-viable-alternative-to-fossil-fuels Now we can get hands on with SPE's datathon (still time to register and play by this Sunday) which will run through July 24, 2022. Sign up at very reasonable $ 15 (non member). SPE member...
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23 Jun 2022 11:01 AM |
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0 Replies and 801 Views
4D goes open source (maybe) 801 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 |
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0 Replies and 582 Views
Update codes from Tensorflow 1.0 to 2.0 - Road Taken 582 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 |
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