https://pinboard.in/u:mlwelles/public/ recent bookmarks from mlwelles 2018-08-15T15:56:07+00:00 http://setosa.io/ev/ mlwellesdata visualization math https://pinboard.in/ https://pinboard.in/u:mlwelles/b:d71792cecf38/ 2018-08-15T15:55:52+00:00 http://setosa.io/ev/markov-chains/ mlwellesmarkov math visualization https://pinboard.in/ https://pinboard.in/u:mlwelles/b:dbd59dc89e6f/ 2018-08-10T22:04:44+00:00 https://www.figure-eight.com/ mlwellesml ann https://pinboard.in/ https://pinboard.in/u:mlwelles/b:6ebb4c654f8c/ 2018-08-10T16:21:04+00:00 https://github.com/buriy/python-readability mlwellesnlp python ml scraping web https://pinboard.in/ https://pinboard.in/u:mlwelles/b:e81a65561571/ 2018-08-10T15:21:02+00:00 http://cs229.stanford.edu/proj2013/ZhouMashuq-WebContentExtractionThroughMachineLearning.pdf mlwellesml content-extraction https://pinboard.in/ https://pinboard.in/u:mlwelles/b:9daba448c59b/ 2018-08-10T15:20:49+00:00 https://github.com/dragnet-org/dragnet mlwellesml python content-extraction https://pinboard.in/ https://pinboard.in/u:mlwelles/b:870258a0bbd0/ 2018-08-09T15:44:54+00:00 https://www.gnu.org/software/parallel/man.html#EXAMPLE:-Reading-arguments-from-command-line mlwelles shell parallel https://pinboard.in/ https://pinboard.in/u:mlwelles/b:ae06ce9d8528/ 2018-08-08T02:34:10+00:00 https://blog.alpaca.markets/blog/2018/8/3/forecasting-market-movements-using-tensorflow-intro-into-machine-learning-for-finance-part-2 mlwellesml python https://pinboard.in/ https://pinboard.in/u:mlwelles/b:9638a0e5eb1b/ 2018-08-08T02:32:20+00:00 https://research.fb.com/the-facebook-field-guide-to-machine-learning-video-series/ mlwellesml facebook https://pinboard.in/ https://pinboard.in/u:mlwelles/b:374f351aea9c/ 2018-08-06T19:04:13+00:00 https://medium.com/wbaa/https-medium-com-ingwbaa-boosting-selection-of-the-most-similar-entities-in-large-scale-datasets-450b3242e618 mlwelles python sparse_dot_topn function https://pinboard.in/ https://pinboard.in/u:mlwelles/b:da07a08bb0e2/ 2018-08-06T15:38:34+00:00 https://github.com/ing-bank/sparse_dot_topn mlwellespython cosinesimilarity https://pinboard.in/ https://pinboard.in/u:mlwelles/b:06ab13d11fd5/ 2018-08-06T15:37:13+00:00 https://bergvca.github.io/2017/10/14/super-fast-string-matching.html mlwellesmatching nlp python string https://pinboard.in/ https://pinboard.in/u:mlwelles/b:a880084d14e0/ 2018-08-06T07:07:01+00:00 https://github.com/gabesullice/hades mlwelleshateoas hades json-reverse-proxy https://pinboard.in/ https://pinboard.in/u:mlwelles/b:f29cf1f96074/ 2018-08-02T20:07:35+00:00 http://www.xyonix.com/services/annotation-gathering/ mlwellesml_annotation ml_service https://pinboard.in/ https://pinboard.in/u:mlwelles/b:af69755eae95/ 2018-08-02T20:06:27+00:00 https://appen.com/contact-us-sales-thank-you/ mlwellesml_annotation ml_service https://pinboard.in/ https://pinboard.in/u:mlwelles/b:0acfcd94803b/ 2018-08-02T04:58:41+00:00 http://chokkan.org/software/simstring/ mlwellespython programming database c++ algorithm https://pinboard.in/ https://pinboard.in/u:mlwelles/b:c27ad73960d6/ 2018-08-02T03:11:30+00:00 https://blog.ycombinator.com/learning-math-for-machine-learning/ mlwellesmath learning ml https://pinboard.in/ https://pinboard.in/u:mlwelles/b:0051b6f26a09/ 2018-08-01T01:49:59+00:00 https://github.com/robinhood/faust mlwellesfaust python https://pinboard.in/ https://pinboard.in/u:mlwelles/b:63b6d29a67aa/ 2018-07-18T00:32:15+00:00 https://github.com/meodai/color-names mlwellescolor https://pinboard.in/ https://pinboard.in/u:mlwelles/b:fd620bc13af0/ 2018-06-25T13:58:00+00:00 http://splash.readthedocs.io/en/stable/kernel.html mlwellessplash jupyter https://pinboard.in/ https://pinboard.in/u:mlwelles/b:9a11b030b0c6/ 2018-06-20T03:38:40+00:00 https://blog.hartleybrody.com/web-scraping-cheat-sheet/ mlwelles(r'\$[0-9,.]+']]> cheatsheet python scraping webscraping https://pinboard.in/u:mlwelles/b:fbfba1c7c276/ 2018-06-20T03:36:44+00:00 https://github.com/seatgeek/fuzzywuzzy mlwellesGitHub is where people build software. More than 28 million people use GitHub to discover, fork, and contribute to over 85 million projects.]]> python fuzzy matching string nlp https://pinboard.in/u:mlwelles/b:acce98843f6f/ 2018-06-08T02:12:01+00:00 https://www.emacswiki.org/emacs/EmacsAsDaemon mlwellesemacs https://pinboard.in/u:mlwelles/b:4155df38219a/ 2018-06-08T02:06:11+00:00 http://nuclearsquid.com/writings/edit-long-commands/ mlwelles# Enable Ctrl-x-e to edit command line autoload -U edit-command-line # Emacs style zle -N edit-command-line bindkey '^xe' edit-command-line bindkey '^x^e' edit-command-line]]> zsh https://pinboard.in/u:mlwelles/b:8cc7dfc477b7/ 2018-06-08T02:01:24+00:00 https://gist.github.com/redinger/1394910/c0dc6877c158a13760212dbe10b4abb32ae3c4f8 mlwellesGitHub is where people build software. More than 28 million people use GitHub to discover, fork, and contribute to over 85 million projects.]]> emacs macos https://pinboard.in/u:mlwelles/b:63e0a3089345/ 2018-06-08T01:58:25+00:00 https://sourabhbajaj.com/mac-setup/Emacs/ mlwellesemacs macos https://pinboard.in/u:mlwelles/b:01cc20a56d4e/ 2018-06-06T03:18:18+00:00 https://forums.aws.amazon.com/thread.jspa?messageID=822193&tstart=0 mlwelles"InputDataConfig": [ { "ChannelName": "train", "CompressionType": "None", "ContentType": "application/x-image", "DataSource": { "S3DataSource": { "S3DataDistributionType": "FullyReplicated", "S3DataType": "S3Prefix", "S3Uri": "s3://bucket/" } }, "RecordWrapperType": "None" }, { "ChannelName": "validation", "CompressionType": "None", "ContentType": "application/x-image", ...]]> sagemaker image_classification https://pinboard.in/u:mlwelles/b:b0f48176c98e/ 2018-06-06T03:12:38+00:00 https://docs.aws.amazon.com/sagemaker/latest/dg/image-classification.html mlwellesThe Amazon SageMaker image classification algorithm is a supervised learning algorithm that takes an image as input and classifies it into one of multiple output categories. It uses a convolutional neural network (ResNet) that can be trained from scratch, or trained using transfer learning when a large number of training images are not available.]]> sagemaker image_classification https://pinboard.in/u:mlwelles/b:ccd81c1e0d55/ 2018-06-05T19:09:34+00:00 https://docs.aws.amazon.com/sagemaker/latest/dg/IC-Hyperparameter.html mlwellesNumber of output classes. This parameter defines the dimensions of the network output and is typically set to the number of classes in the dataset. Number of training examples in the input dataset. Flag to indicate whether to use pre-trained model for training. If set to 1, then the pretrained model with the corresponding number of layers is loaded and used for training. Only the top FC layer are reinitialized with random weights. Otherwise, the network is trained from scratch. sagemaker https://pinboard.in/u:mlwelles/b:032f38b2add0/ 2018-06-04T20:06:01+00:00 https://medium.com/@julsimon/image-classification-on-amazon-sagemaker-9b66193c8b54 mlwellesIn a previous video, I introduced you to Amazon SageMaker, a fully-managed service for Machine Learning. You learned about the different ways you could use SageMaker: using built-in algorithms…]]> tensorflow sagemaker training https://pinboard.in/u:mlwelles/b:c9120abd7d0d/ 2018-05-30T21:39:08+00:00 https://becominghuman.ai/transfer-learning-retraining-inception-v3-for-custom-image-classification-2820f653c557 mlwellesLet’s experience the power of transfer learning by adapting an existing image classifier (Inception V3) to a custom task: categorizing product images to help a food and groceries retailer reduce…]]> tensorflow nl image_classification https://pinboard.in/u:mlwelles/b:832b42688e8f/ 2018-05-19T08:14:54+00:00 http://boto3.readthedocs.io/en/latest/guide/dynamodb.html mlwellesboto3 dynamodb python https://pinboard.in/u:mlwelles/b:b353b03c39fd/ 2018-05-18T17:17:06+00:00 https://realpython.com/python-data-classes/ mlwellespython dataclasses https://pinboard.in/u:mlwelles/b:b342db459c6e/ 2018-05-18T17:16:58+00:00 https://hackernoon.com/a-brief-tour-of-python-3-7-data-classes-22ee5e046517 mlwellespython dataclasses https://pinboard.in/u:mlwelles/b:d859826519bc/ 2018-05-18T17:16:51+00:00 https://github.com/ericvsmith/dataclasses mlwellesGitHub is where people build software. More than 27 million people use GitHub to discover, fork, and contribute to over 80 million projects.]]> python dataclasses https://pinboard.in/u:mlwelles/b:8464e34ab4de/ 2018-05-18T17:16:44+00:00 https://www.python.org/dev/peps/pep-0557/ mlwellespyton dataclasses https://pinboard.in/u:mlwelles/b:b87d4df37928/ 2018-05-18T16:51:44+00:00 http://boto3.readthedocs.io/en/latest/ mlwellespython boto3 aws https://pinboard.in/u:mlwelles/b:f4832722ad9a/ 2018-05-07T16:00:32+00:00 https://medium.com/curiouscaloo/macos-to-ubuntu-part1-alfred-replacement-7864b4d26397 mlwellesAlfred Albert linux https://pinboard.in/ https://pinboard.in/u:mlwelles/b:2c6cd7e186f5/ 2018-05-06T18:30:16+00:00 https://pyformat.info/#string_pad_align mlwellespython formatting string https://pinboard.in/ https://pinboard.in/u:mlwelles/b:530806bd96e9/ 2018-05-04T13:39:52+00:00 https://kubernetes.io/docs/reference/kubectl/cheatsheet/ mlwelles kubernetes cheatsheet cli reference https://pinboard.in/ https://pinboard.in/u:mlwelles/b:f23fbef23ceb/ 2018-05-04T01:18:31+00:00 http://chriskiehl.com/article/parallelism-in-one-line/ mlwellesmultiprocessing async parallel python https://pinboard.in/ https://pinboard.in/u:mlwelles/b:986e6b451733/ 2018-05-04T01:17:30+00:00 https://stackoverflow.com/questions/6893968/how-to-get-the-return-value-from-a-thread-in-python mlwellespython multiprocessing https://pinboard.in/ https://pinboard.in/u:mlwelles/b:475477ff87ef/ 2018-04-19T20:31:03+00:00 https://www.crummy.com/software/BeautifulSoup/bs4/doc/ mlwellesbs4 beautiful-soup python https://pinboard.in/ https://pinboard.in/u:mlwelles/b:b490d3555807/ 2018-04-09T21:03:38+00:00 http://splash.readthedocs.io/en/stable/faq.html#how-to-run-splash-in-production mlwellessplash https://pinboard.in/ https://pinboard.in/u:mlwelles/b:68c1c7ab4acf/ 2018-04-04T20:05:36+00:00 https://prodi.gy/docs/ mlwellesprodigy https://pinboard.in/ https://pinboard.in/u:mlwelles/b:53457ae84f18/ 2018-04-04T20:04:58+00:00 https://support.prodi.gy/t/connecting-mysql-db-failed/248 mlwellesprodigy https://pinboard.in/ https://pinboard.in/u:mlwelles/b:2dcbdb07179c/ 2018-04-02T23:27:28+00:00 https://github.com/Fewbytes/rubber-docker mlwelleslinux programming docker https://pinboard.in/ https://pinboard.in/u:mlwelles/b:a864b5f86048/ 2018-03-30T15:51:55+00:00 https://github.com/rShetty/awesome-podcasts mlwellespodcast https://pinboard.in/ https://pinboard.in/u:mlwelles/b:e2d31780fd8c/ 2018-03-30T02:12:30+00:00 https://github.com/noirbizarre/flask-restplus/blob/master/examples/zoo/dog.py mlwellespython flask peewee flask_restplus https://pinboard.in/ https://pinboard.in/u:mlwelles/b:52acf1787215/ 2018-03-30T02:11:56+00:00 https://medium.com/@prabhath_kiran/simple-rest-api-using-flask-and-peewee-3d75c7bff515 mlwellespython flask peewee https://pinboard.in/ https://pinboard.in/u:mlwelles/b:fbdebd58a8ee/ 2018-03-29T19:42:40+00:00 http://flask-restplus.readthedocs.io/en/latest/api.html#flask_restplus.fields.Nested mlwellespython flask rest https://pinboard.in/ https://pinboard.in/u:mlwelles/b:47f949c58dcb/ 2018-03-27T18:19:00+00:00 https://apple.stackexchange.com/questions/48502/how-can-i-permanently-add-my-ssh-private-key-to-keychain-so-it-is-automatically mlwellesssh keychain macos https://pinboard.in/ https://pinboard.in/u:mlwelles/b:e93984836378/ 2018-03-27T13:58:59+00:00 https://keel.sh/v1/guide/documentation.html mlwelleskubernetes CD https://pinboard.in/ https://pinboard.in/u:mlwelles/b:a09ae39ad836/ 2018-03-22T17:49:24+00:00 https://github.com/arogozhnikov/python3_with_pleasure mlwelleshttps://pinboard.in/ https://pinboard.in/u:mlwelles/b:14d03e11e330/ 2018-03-22T17:48:56+00:00 https://github.com/Wattpad/kube-sqs-autoscaler mlwelleshttps://pinboard.in/ https://pinboard.in/u:mlwelles/b:734e4c576adf/ 2018-03-22T17:47:54+00:00 https://kubernetes.io/docs/tasks/inject-data-application/define-environment-variable-container/ mlwelleshttps://pinboard.in/ https://pinboard.in/u:mlwelles/b:f380b83e23cc/ 2018-03-22T17:46:57+00:00 https://medium.mybridge.co/machine-learning-top-10-articles-for-the-past-month-v-feb-2018-b7aabba5aba4 mlwelleshttps://pinboard.in/ https://pinboard.in/u:mlwelles/b:ee6a9a6d4927/ 2015-03-02T18:19:23+00:00 https://developer.apple.com/library/ios/documentation/NetworkingInternetWeb/Conceptual/CoreBluetooth_concepts/CoreBluetoothBackgroundProcessingForIOSApps/PerformingTasksWhileYourAppIsInTheBackground.html mlwelleshttps://pinboard.in/ https://pinboard.in/u:mlwelles/b:8b7de6f4f033/ 2015-03-02T18:17:19+00:00 http://blog.estimote.com/post/110919022670/bringing-context-to-a-higher-level-introducing mlwellesbeacon https://pinboard.in/ https://pinboard.in/u:mlwelles/b:d30ed35fc12d/ 2015-03-02T18:17:10+00:00 https://github.com/Estimote/iOS-SDK/tree/master/Examples/nearables mlwellesbeacon https://pinboard.in/ https://pinboard.in/u:mlwelles/b:9696317f163d/ 2015-03-02T18:17:01+00:00 http://estimote.github.io/iOS-SDK/index.html mlwellesibeacon https://pinboard.in/ https://pinboard.in/u:mlwelles/b:ed9e8e205619/ 2014-05-27T21:42:06+00:00 http://www.linuxvoice.com/be-a-kernel-hacker/ mlwelleskernel linux howto https://pinboard.in/ https://pinboard.in/u:mlwelles/b:cb98cb87ad7c/ 2014-04-16T17:19:36+00:00 http://macoscope.com/blog/calling-blocks-inline/ mlwellescocoa objective-c blocks https://pinboard.in/ https://pinboard.in/u:mlwelles/b:a8af91ec77ce/ 2014-03-05T15:39:07+00:00 http://developers.lyst.com/data/images/2014/02/13/background-removal/ mlwellesimagemagick image_processing background_removal https://pinboard.in/ https://pinboard.in/u:mlwelles/b:6a6aa9b032e8/ 2014-03-03T21:49:08+00:00 http://makezine.com/2014/01/03/reverse-engineering-the-estimote/ mlwelles bluetooth beacon ibeacon https://pinboard.in/ https://pinboard.in/u:mlwelles/b:7eea03923359/ 2014-01-14T17:53:29+00:00 https://rawgithub.com/fletcher/human-markdown-reference/master/index.html mlwellesmultimarkdown markdown https://pinboard.in/ https://pinboard.in/u:mlwelles/b:ee68c823eb25/ 2014-01-06T14:13:52+00:00 http://imgur.com/a/0I5v1 mlwellesreddit https://pinboard.in/ https://pinboard.in/u:mlwelles/b:a83e02a23950/ 2013-11-14T17:17:43+00:00 http://www.doubleencore.com/2013/09/ios-7-custom-transitions/ mlwellesiOS https://pinboard.in/ https://pinboard.in/u:mlwelles/b:16de7146c023/ 2013-11-12T18:28:30+00:00 http://ifnotapps.com/2013/08/10/reactivecocoa-from-the-ground-floor-part2/ mlwellesreactive-cocoa https://pinboard.in/ https://pinboard.in/u:mlwelles/b:406a8763c2d2/ 2013-11-08T21:22:56+00:00 http://www.raywenderlich.com/13269/how-to-draw-graphs-with-core-plot-part-1 mlwellesCorePlot iOS https://pinboard.in/ https://pinboard.in/u:mlwelles/b:42a0c7ba1f96/