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        "content": "<p><span class=\"h-card\"><a href=\"https:\/\/fosstodon.org\/@benjaminhollon\" class=\"u-url\">@<span>benjaminhollon<\/span><\/a><\/span> awesome - likewise! :D<\/p>",
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      "source": "https:\/\/brid.gy\/comment\/mastodon\/@jamesravey@fosstodon.org\/107559113374570967\/107559133556797594",
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          "name": "Benjamin Hollon :fedora:",
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          "photo": "https:\/\/webmention.io\/avatar\/cdn.fosstodon.org\/bedbbca86704bfe618cfde1d7f32112536f09f3b7c49bd2dd366bea576a478e0.jpg"
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        "url": "https:\/\/fosstodon.org\/@benjaminhollon\/107559133556797594",
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        "content": "<p><span class=\"h-card\"><a href=\"https:\/\/fosstodon.org\/@jamesravey\" class=\"u-url\">@<span>jamesravey<\/span><\/a><\/span> Ooh, and you do NLP! I've been trying to get into it for a hobby project, and I'm fascinated with what I've learned so far.<\/p><p>Any tips for someone dipping his toes into the deep ML pond for the first time?<\/p>",
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        "content": "<p><span class=\"h-card\"><a href=\"https:\/\/fosstodon.org\/@benjaminhollon\" class=\"u-url\">@<span>benjaminhollon<\/span><\/a><\/span> sure - I'd say as tempting as $LatestShinyThing may be, start with the fundamentals - the NLTK book + python library is pretty old school but great foundational material (<a href=\"https:\/\/www.nltk.org\/book\/\"><span>https:\/\/www.<\/span><span>nltk.org\/book\/<\/span><span><\/span><\/a>) whereas the spacy library + 101 course (<a href=\"https:\/\/course.spacy.io\/en\/\"><span>https:\/\/<\/span><span>course.spacy.io\/en\/<\/span><span><\/span><\/a>) is a good \"I don't care about the theory, I just want to build something cool\" alternative. - Maybe I should write about these during my 100 days!<\/p>\n<a href=\"https:\/\/www.nltk.org\/book\/\">NLTK Book<\/a>",
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        "content": "<p>It's not all doom and gloom out there folks - the internet also facilitates, weird, wacky and wonderful<\/p>",
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        "content": "<p><span class=\"h-card\"><a href=\"https:\/\/fosstodon.org\/@jamesravey\" class=\"u-url\">@<span>jamesravey<\/span><\/a><\/span> I love this post! I always put so much pressure on myself to start off with a clean once January comes. But like anything, taking small steps is probably better in the long run compared to just going \"cold turkey\".<\/p>",
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        "content": "<p><span class=\"h-card\"><a href=\"https:\/\/fosstodon.org\/@jamesravey\" class=\"u-url\">@<span>jamesravey<\/span><\/a><\/span> You are lucky. Since I use AndOTP for my OTP app, I get more text messages from spammers and telco's ads.<\/p><p>Note: I notice you use Google Analytics. It is good and well. But may be you want to consider to move to more privacy oriented analytics like <span class=\"h-card\"><a href=\"https:\/\/fosstodon.org\/@plausible\" class=\"u-url\">@<span>plausible<\/span><\/a><\/span><\/p>",
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          "name": "the cpu in ur pdf in ur gif \ud83c\udff4",
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        "content": "<p><span class=\"h-card\"><a href=\"https:\/\/fosstodon.org\/@jamesravey\" class=\"u-url\">@<span>jamesravey<\/span><\/a><\/span> chaotic systems! when i was doing speech rec training we would regularly get mandates from the boss or the customer to \"improve the frontier graph\" by x points or whatever and they'd grill us on what we thought would give that improvement. about I dunno like 50% of the time the result of executing that plan was a degradation of model performance. (this is why I left that gig too, the catch-22 of improving already-optimized chaotic systems was too much)<\/p>",
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        "content": "<p><span class=\"h-card\"><a href=\"https:\/\/fosstodon.org\/@capn_b\" class=\"u-url\">@<span>capn_b<\/span><\/a><\/span> ah that old chestnut! I guess it's almost impossible to avoid overfitting when you're already performing well on general use cases<\/p>",
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        "content": "Interesting debugging from James. Beware the reproducibility of your deep learning models on different machines with different floating point hardware.\n<a class=\"u-mention\" href=\"https:\/\/brainsteam.co.uk\/2022\/01\/22\/deep-learning-reproducibility-here-be-dragons\/\"><\/a>",
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      "id": 1341933,
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          "name": "Blueberry",
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          "url": "https:\/\/fosstodon.org\/@blueberry"
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  "\/2022\/1\/30\/debugging-bridgy-for-my-blog\/": [
    {
      "id": 1342338,
      "source": "https:\/\/snarfed.org\/2022-01-30_debugging-brid-gy-for-my-blog-brainsteam",
      "target": "https:\/\/brainsteam.co.uk\/2022\/1\/30\/debugging-bridgy-for-my-blog\/",
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        "type": "like"
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      "data": {
        "author": {
          "type": "card",
          "name": "Ryan Barrett",
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          "url": "https:\/\/snarfed.org\/"
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        "content": "likes <a class=\"u-like u-like-of\" href=\"https:\/\/brainsteam.co.uk\/2022\/1\/30\/debugging-bridgy-for-my-blog\/\">Debugging Brid.gy for My Blog \u2013 Brainsteam<\/a>",
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      "id": 1342379,
      "source": "https:\/\/brid.gy\/like\/mastodon\/@jamesravey@fosstodon.org\/107712038438732217\/107119935922768447",
      "target": "https:\/\/brainsteam.co.uk\/2022\/1\/30\/debugging-bridgy-for-my-blog\/",
      "activity": {
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      "data": {
        "author": {
          "type": "card",
          "name": "~\/joelchrono12",
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    {
      "id": 1392141,
      "source": "https:\/\/jamesg.coffee\/2022\/403-forbidden-1",
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      "activity": {
        "type": "like"
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      "verified_date": "2022-05-05T12:24:06.024275",
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        "author": {
          "type": "card",
          "name": "James' Coffee Blog",
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  "\/notes\/2022\/02\/04\/1643990322\/": [
    {
      "id": 1346432,
      "source": "https:\/\/brid.gy\/comment\/mastodon\/@jamesravey@fosstodon.org\/107740615825496332\/107740622611633693",
      "target": "https:\/\/brainsteam.co.uk\/notes\/2022\/02\/04\/1643990322\/",
      "activity": {
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      "verified_date": "2022-02-04T14:25:56.602159",
      "data": {
        "author": {
          "type": "card",
          "name": "FunnyLookinHat",
          "photo": "https:\/\/webmention.io\/avatar\/cdn.fosstodon.org\/006dd953f81029cbfca0647c358d21dd111e88c39d1c759e7ac48040a1bbaa1a.jpg",
          "url": "https:\/\/fosstodon.org\/@funnylookinhat"
        },
        "content": "<p><span class=\"h-card\"><a href=\"https:\/\/fosstodon.org\/@jamesravey\" class=\"u-url\">@<span>jamesravey<\/span><\/a><\/span> I'm a sucker for anything with braised \/ cooked greens.  That looks delicious!<\/p>",
        "published": "2022-02-04T16:17:13"
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    {
      "id": 1346433,
      "source": "https:\/\/brid.gy\/comment\/mastodon\/@jamesravey@fosstodon.org\/107740615825496332\/107740650622413650",
      "target": "https:\/\/brainsteam.co.uk\/notes\/2022\/02\/04\/1643990322\/",
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      "verified_date": "2022-02-04T14:26:00.845623",
      "data": {
        "author": {
          "type": "card",
          "name": "James Ravenscroft",
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          "url": "https:\/\/fosstodon.org\/@jamesravey"
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        "content": "<p><span class=\"h-card\"><a href=\"https:\/\/fosstodon.org\/@funnylookinhat\" class=\"u-url\">@<span>funnylookinhat<\/span><\/a><\/span> it tasted as good as it looks!<\/p>",
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      "id": 1346434,
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      "id": 1346569,
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          "name": "Flat Stanley The Cat",
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    {
      "id": 1351164,
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      "id": 1351236,
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      "data": {
        "author": {
          "type": "card",
          "name": "Benjamin Hollon :fedora: :rss:",
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      "id": 1351237,
      "source": "https:\/\/brid.gy\/comment\/mastodon\/@jamesravey@fosstodon.org\/107790622695524275\/107791615763827002",
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          "type": "card",
          "name": "Benjamin Hollon :fedora: :rss:",
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          "url": "https:\/\/fosstodon.org\/@benjaminhollon"
        },
        "content": "<p><span class=\"h-card\"><a href=\"https:\/\/fosstodon.org\/@jamesravey\" class=\"u-url\">@<span>jamesravey<\/span><\/a><\/span> Well, you're ahead of me. :P<\/p><p>Unless I count posts for my other blog, which I wasn't planning to include, which would put me at 7\/100.<\/p>",
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    {
      "id": 1351238,
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          "type": "card",
          "name": "m. x. u.",
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          "url": "https:\/\/fosstodon.org\/@mxu"
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    {
      "id": 1351301,
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        "author": {
          "type": "card",
          "name": "James Ravenscroft",
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          "url": "https:\/\/fosstodon.org\/@jamesravey"
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        "content": "<p><span class=\"h-card\"><a href=\"https:\/\/fosstodon.org\/@benjaminhollon\" class=\"u-url\">@<span>benjaminhollon<\/span><\/a><\/span> that's pretty good going! I'm definitely finding it difficult to write more than once a week and to get to 100 posts in 1 year I need to average about 2 posts a week \ud83d\ude2c<\/p>",
        "published": "2022-02-13T16:52:33"
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    {
      "id": 1351302,
      "source": "https:\/\/brid.gy\/comment\/mastodon\/@jamesravey@fosstodon.org\/107790622695524275\/107791661807630996",
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      "activity": {
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      "verified_date": "2022-02-13T16:48:49.483275",
      "data": {
        "author": {
          "type": "card",
          "name": "\ud83c\udff4\u200d\u2620\ufe0f \u20b1\u024e\u2c64\u20b3\u20ae\u0246\u0e3f\u0246\u20b3\u2c64\u0110",
          "photo": "https:\/\/webmention.io\/avatar\/cdn.fosstodon.org\/4c001ac41b92c025246fa49c336a010d26369b81a9a6ed101c46f4ca0e1b7f5d.png",
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        "content": "<p><span class=\"h-card\"><a href=\"https:\/\/fosstodon.org\/@jamesravey\" class=\"u-url\">@<span>jamesravey<\/span><\/a><\/span> My wife and I use Bitwarden to share passwords for almost everything. I have also been thinking of how best to share other information but have to yet to settle on a solution.  Since I stopped using Google (many years ago) sharing our calendars has also been broken.<br \/>I would be interested to see how you get on with this.<\/p>",
        "published": "2022-02-13T16:37:09"
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    {
      "id": 1351303,
      "source": "https:\/\/brid.gy\/comment\/mastodon\/@jamesravey@fosstodon.org\/107790622695524275\/107791730046256994",
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      "verified_date": "2022-02-13T16:48:54.607864",
      "data": {
        "author": {
          "type": "card",
          "name": "James Ravenscroft",
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          "url": "https:\/\/fosstodon.org\/@jamesravey"
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        "content": "<p><span class=\"h-card\"><a href=\"https:\/\/mastodon.social\/@pyratebeard\" class=\"u-url\">@<span>pyratebeard<\/span><\/a><\/span> that's awesome! Bitwarden looks very promising! I should make the jump from lastpass! We use nextcloud for non-google calendar + contact sharing as well as off-site file backup. It is a bit clunky but it's a mature solution!<\/p>",
        "published": "2022-02-13T16:54:31"
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    {
      "id": 1351304,
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      "target": "https:\/\/brainsteam.co.uk\/2022\/2\/13\/running-a-house-knowledge-management\/",
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      "data": {
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          "name": "\ud83c\udff4\u200d\u2620\ufe0f \u20b1\u024e\u2c64\u20b3\u20ae\u0246\u0e3f\u0246\u20b3\u2c64\u0110",
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        "content": "<p><span class=\"h-card\"><a href=\"https:\/\/fosstodon.org\/@jamesravey\" class=\"u-url\">@<span>jamesravey<\/span><\/a><\/span> I have looked at Nextcloud and it does look very good. Trying to convince my wife to move is the bigger challenge!<\/p>",
        "published": "2022-02-13T16:57:26"
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      "activity": {
        "type": "like",
        "sentence": "\ud83c\udff4\u200d\u2620\ufe0f \u20b1\u024e\u2c64\u20b3\u20ae\u0246\u0e3f\u0246\u20b3\u2c64\u0110 liked a post https:\/\/brainsteam.co.uk\/2022\/2\/13\/running-a-house-knowledge-management\/",
        "sentence_html": "<a href=\"https:\/\/mastodon.social\/@pyratebeard\">\ud83c\udff4\u200d\u2620\ufe0f \u20b1\u024e\u2c64\u20b3\u20ae\u0246\u0e3f\u0246\u20b3\u2c64\u0110<\/a> liked a post <a href=\"https:\/\/brainsteam.co.uk\/2022\/2\/13\/running-a-house-knowledge-management\/\">https:\/\/brainsteam.co.uk\/2022\/2\/13\/running-a-house-knowledge-management\/<\/a>"
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      "id": 1387460,
      "source": "https:\/\/brid.gy\/comment\/mastodon\/@jamesravey@fosstodon.org\/107790622695524275\/108198792874598797",
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          "name": "edg",
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          "url": "https:\/\/writing.exchange\/@edg"
        },
        "content": "<p><span class=\"h-card\"><a href=\"https:\/\/fosstodon.org\/@jamesravey\" class=\"u-url\">@<span>jamesravey<\/span><\/a><\/span> Just came across your post. I like the insurance example, too. A pity not so many people here seem to be using <a href=\"https:\/\/writing.exchange\/tags\/joplin\">#<span>joplin<\/span><\/a><\/p>\n<a class=\"p-category\" href=\"https:\/\/fosstodon.org\/tags\/joplin\">joplin<\/a>",
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  "\/notes\/2022\/02\/18\/1645170512\/": [
    {
      "id": 1353052,
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      "id": 1353141,
      "source": "https:\/\/brid.gy\/comment\/mastodon\/@jamesravey@fosstodon.org\/107817903573250128\/107818760260806484",
      "target": "https:\/\/brainsteam.co.uk\/notes\/2022\/02\/18\/1645170512\/",
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      "data": {
        "author": {
          "type": "card",
          "name": "glyn",
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          "url": "https:\/\/fosstodon.org\/@underlap"
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        "content": "<p><span class=\"h-card\"><a href=\"https:\/\/fosstodon.org\/@jamesravey\" class=\"u-url\">@<span>jamesravey<\/span><\/a><\/span> A ridge tile blew off our roof and smashed five other tiles. Not experienced that before! Reminds me of the storm in 1987 which blew brick walls down.<\/p>",
        "published": "2022-02-18T11:28:39"
      }
    },
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        "content": "<p><span class=\"h-card\"><a href=\"https:\/\/fosstodon.org\/@underlap\" class=\"u-url\">@<span>underlap<\/span><\/a><\/span> sorry to hear about your roof! So far - touch wood- the house is in tact although I went out and weighed down the bins with bricks just in time to narrowly avoid a clobbering from an airbourne fence panel! I'm just a couple of years shy of having experienced the 87 storm so Eunice is probably the worst UK storm in my lifetime!<\/p>",
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        "content": "<p><span class=\"h-card\"><a href=\"https:\/\/fosstodon.org\/@jamesravey\" class=\"u-url\">@<span>jamesravey<\/span><\/a><\/span> You may like to read \"This is going to hurt\" as I think it worked much better in book form. I turned over after a few minutes of the TV show, but the book was hilarious (with sad bits, of course).<\/p>",
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