VirtualTam's bookmarks

81. Docker | Access a service running on the host from a container 2017-09-05

    tags: host, linux, linux/container, linux/container/docker, network, route

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    TL;DR: docker0 bridge + iptables

    • https://stackoverflow.com/questions/31324981/how-to-access-host-port-from-docker-container
    • https://stackoverflow.com/questions/24319662/from-inside-of-a-docker-container-how-do-i-connect-to-the-localhost-of-the-mach
    • https://stackoverflow.com/questions/29598504/how-to-connect-to-service-in-the-host-machine-from-inside-a-docker-container
    • http://blog.michaelhamrah.com/2014/06/accessing-the-docker-host-server-within-a-container/
82. model selection - How to choose the number of hidden layers and nodes in a feedforward neural network? - Cross Validated 2017-08-22

    tags: hidden, machine-learning, neural-network

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83. What is back propagation in neural networks? 2017-08-22

    tags: machine-learning, neural-network, recurrent, synapse

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    • https://en.wikipedia.org/wiki/Backpropagation
    • https://www.quora.com/How-do-you-explain-back-propagation-algorithm-to-a-beginner-in-neural-network
    • https://stackoverflow.com/questions/38340791/guided-back-propagation-in-tensorflow#38341080
    • https://www.tensorflow.org/tutorials/recurrent
    • https://stackoverflow.com/questions/40868896/backpropagation-through-time-bptt-of-lstm
84. machine learning - What does the hidden layer in a neural network compute? - Cross Validated 2017-08-20

    tags: hidden, layer, machine-learning, neural-network, synapse

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    • https://static.googleusercontent.com/media/research.google.com/en//archive/unsupervised_icml2012.pdf
    • https://www.cs.cmu.edu/~dst/pubs/byte-hiddenlayer-1989.pdf
85. TensorFlow for Poets « Pete Warden's blog 2017-08-20

    tags: data, deep-learning, machine-learning, machine-learning/tensorflow, mobile/android, programming/java, programming/python, visualization

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    • https://codelabs.developers.google.com/codelabs/tensorflow-for-poets/
    • https://codelabs.developers.google.com/codelabs/tensorflow-for-poets-2/
    • https://www.tensorflow.org/serving/
86. SVMs - An overview of Support Vector Machines - SVM Tutorial 2017-08-17

    tags: data, machine-learning, support-vector-machine

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    • https://www.svm-tutorial.com/2014/11/svm-understanding-math-part-1/
    • https://www.svm-tutorial.com/2014/11/svm-understanding-math-part-2/
87. Pure Data - Drum Machines 2017-08-04

    tags: instrument/drums, instrument/percussion, multimedia/pure-data, synthesis

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    • https://forum.pdpatchrepo.info/topic/10375/wavetable-drum-machine-repost
    • https://forum.pdpatchrepo.info/topic/10356/drum-power-a-different-kind-of-drum-machine
    • https://forum.pdpatchrepo.info/topic/9922/drum-machine-with-real-time-entry
    • https://forum.pdpatchrepo.info/topic/4613/synthetic-drum-machine-with-chaos-super-powers
    • https://forum.pdpatchrepo.info/topic/2836/snare-synthesis/8
    • https://forum.pdpatchrepo.info/topic/8834/a-drum-kit
    • http://www.cim.mcgill.ca/~clark/nordmodularbook/nm_percussion.html
    • http://impala.utopia.free.fr/pd/patchs/doc_tut_workshop/Fr_Workshop_giair/2.synthese/fotils_pddrums/pddrums.html
88. Pure Data Rhythm & Bass Machine 2017-08-02

    tags: instrument/drums, multimedia/pure-data, synthesis

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89. configuration - How to change Vagrant 'default' machine name? - Stack Overflow 2017-06-21

    tags: virtualization/vagrant

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90. NTP - Time Synchronization and Virtualization 2017-06-19

    tags: esx, linux, linux/archlinux, linux/debian, linux/ubuntu, ntp, time, time/clock, virtualization, virtualization/virtualbox, vmware

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    • https://help.ubuntu.com/lts/serverguide/NTP.html
    • https://wiki.archlinux.org/index.php/Systemd-timesyncd
    • https://bbs.archlinux.org/viewtopic.php?id=182172
    • https://bugs.debian.org/cgi-bin/bugreport.cgi?bug=812522;msg=17
    • https://askubuntu.com/questions/280421/ubuntu-inside-virtual-machine-ntpd-or-ntpdate-or-to-avoid-clock-drift
    • https://superuser.com/questions/938926/systemd-timesyncd-service-start-fails
    • https://superuser.com/questions/688127/how-to-correctly-sync-time-in-linux-running-as-virtual-guest-after-host-resumes
91. Timekeeping in VMware Virtual Machines 2017-06-19

    tags: linux, ntp, time, time/clock, virtualization

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    • https://askubuntu.com/questions/280421/ubuntu-inside-virtual-machine-ntpd-or-ntpdate-or-to-avoid-clock-drift
92. Michal Kosinski: The End of Privacy | Stanford Graduate School of Business 2017-05-29

    tags: data, machine-learning, privacy, security

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    • https://www.gsb.stanford.edu/insights/michal-kosinski-ai-already-smarter-we-are
    • https://www.gsb.stanford.edu/insights/michal-kosinski-can-we-out-evolve-artificial-intelligence
93. Natural Language Processing (Almost) from Scratch 2017-05-24

    tags: machine-learning, natural-language-processing, research

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94. dlib C++ Library 2017-05-24

    tags: deep-learning, machine-learning, natural-language-processing, programming/c++, programming/python

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    • https://github.com/davisking/dlib

    via http://blog.dlib.net/2014/04/mitie-completely-free-and-state-of-art.html via https://www.reddit.com/r/MachineLearning/comments/26pzim/current_state_of_the_art_in_named_entity/

95. Distributed Evolutionary Algorithms in Python 2017-05-05

    tags: genetic-algorithm, machine-learning, programming, programming/python

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    • https://github.com/deap/deap
96. Introduction to Local Interpretable Model-Agnostic Explanations (LIME) - O'Reilly Media 2017-05-05

    tags: data, machine-learning, model

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    • http://www.kdnuggets.com/2016/08/introduction-local-interpretable-model-agnostic-explanations-lime.html
    • https://github.com/marcotcr/lime
    • https://www.youtube.com/watch?v=hUnRCxnydCc
97. Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano 2017-05-05

    tags: bayesian, data, machine-learning, markov, model, programming/python, stochastic

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    • https://github.com/pymc-devs/pymc3
    • https://github.com/pymc-devs/pymc
    • https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3097064/
98. Publicly Available Spam Filter Training Sets 2017-05-05

    tags: bayesian-filter, dataset, email, email/spam, machine-learning, spamassassin

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    • http://www.paulgraham.com/spamarchives.html
    • http://untroubled.org/spam/
    • https://spamassassin.apache.org/old/publiccorpus/
    • https://github.com/dmitrynogin/SpamAssassin
    • http://archive.ics.uci.edu/ml/datasets/Spambase + http://statweb.stanford.edu/~tibs/ElemStatLearn/
    • https://inclass.kaggle.com/c/adcg-ss14-challenge-02-spam-mails-detection
    • https://www.kaggle.com/rtatman/fraudulent-email-corpus
    • https://www.kaggle.com/veleon/ham-and-spam-dataset
    • https://www.kaggle.com/beatoa/spamassassin-public-corpus
    • http://www.csmining.org/index.php/spam-assassin-datasets.html
    • http://artinvoice.hu/spams/
    • http://www2.aueb.gr/users/ion/data/enron-spam/
    • https://security.stackexchange.com/questions/223731/spamassassin-public-corpus
99. x0xb0x®: Transistorize the World 2017-05-03

    tags: analog, instrument/drums, machine, music/rhythm, sequencer

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100. ACL Anthology | A Digital Archive of Research Papers in Computational Linguistics 2017-04-24

     tags: machine-learning, natural-language-processing, research

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