Kategori: machine learning
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Gopher Language Model
DeepMind introduces a 280B parameter language model named Gopher. Investigates its effectiveness in reading comprehension & other complex tasks such as logical reasoning. Ethics & risks are also discussed. Links: Article: https://deepmind.com/blog/article/language-modelling-at-scale Paper: “Scaling Language Models: Methods, Analysis & Insights from Training Gopher“
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Spice.ai – open source, time series AI
Spice.ai available on GitHub, a new open source project that helps developers use deep learning to create intelligent applications
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Real World Machine Learning System
Source: Hidden Technical Debt in Machine Learning Systems https://papers.nips.cc/paper/2015/file/86df7dcfd896fcaf2674f757a2463eba-Paper.pdf
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SOD – An Embedded Computer Vision & Machine Learning Library
URL: https://sod.pixlab.io/
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Google Code-In 2017: My Story
Weeks before GCI (Google Code-In) even started, I keep debating with myself whether to join GCI 2017 or not. I was a GCI 2016 participant and my experience with it was not so good. It was kinda a traumatic experience for me. Long story short, I decided to join. The first thing I have to…
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Keras Neural Networks and Fabrik
A screenshot of Fabrik I tried to import several keras neural networks to Fabrik, and this is the result:These are the models I successfully imported: Model Link Fabrik Link https://github.com/anantzoid/VQA-Keras-Visual-Question-Answering http://fabrik.cloudcv.org/caffe/load?id=20180105045732jmyeu https://github.com/LemonATsu/Keras-Image-Caption http://kodu.ut.ee/~leopoldp/2016_DeepYeast/code/caffe_model/ http://fabrik.cloudcv.org/caffe/load?id=20180102135425bzkzy And these are some models I had troubles with: Model Link Successfully Generated the JSON Model? Problem Error Message https://github.com/ykamikawa/SegNet Yes Error…
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Machine Learning And Artificial Intelligence Challenges in 2018
Host Challenge Name URL Prize Deadline Visual Geometry Group Visual Domain Decathlon Challenge http://www.robots.ox.ac.uk/~vgg/decathlon/ Driven Data Concept to Clinic https://concepttoclinic.drivendata.org/ 100000 Early 2018 Driven Data Predicting Poverty https://www.drivendata.org/competitions/50/worldbank-poverty-prediction/ 15000 28 Februari 2018 Kaggle Mercari Price Suggestion Challenge https://www.kaggle.com/c/mercari-price-suggestion-challenge 100000 Kaggle Toxic Comment Classification Challenge https://www.kaggle.com/c/jigsaw-toxic-comment-classification-challenge 35000 20 Februari 2018 Kaggle Nomad2018 Predicting Transparent Conductors https://www.kaggle.com/c/nomad2018-predict-transparent-conductors…