<!DOCTYPE html> <html> <head> <meta name="generator" content="Hugo 0.82.1" /> <meta charset="utf-8" /> <meta http-equiv="X-UA-Compatible" content="IE=edge"><title>Brainsteam - The irregular mental expulsions of a PhD student and CTO of Filament, my views are my own and do not represent my employers in any way. </title><meta name="viewport" content="width=device-width, initial-scale=1"> <link rel="alternate" type="application/rss+xml" href="https://brainsteam.co.uk/index.xml" title="Brainsteam" /> <meta itemprop="name" content="Brainsteam"> <meta itemprop="description" content=""><meta property="og:title" content="Brainsteam" /> <meta property="og:description" content="" /> <meta property="og:type" content="website" /> <meta property="og:url" content="https://brainsteam.co.uk/" /> <meta name="twitter:card" content="summary"/> <meta name="twitter:title" content="Brainsteam"/> <meta name="twitter:description" content=""/> <link href='https://fonts.googleapis.com/css?family=Playfair+Display:700' rel='stylesheet' type='text/css'> <link rel="stylesheet" type="text/css" media="screen" href="https://brainsteam.co.uk/css/normalize.css" /> <link rel="stylesheet" type="text/css" media="screen" href="https://brainsteam.co.uk/css/main.css" /> <link id="dark-scheme" rel="stylesheet" type="text/css" href="https://brainsteam.co.uk/css/dark.css" /> <script src="https://brainsteam.co.uk/js/feather.min.js"></script> <script src="https://brainsteam.co.uk/js/main.js"></script> </head> <body> <div class="container wrapper"> <div class="header"> <div class="avatar"> <a href="https://brainsteam.co.uk/"> <img src="/images/avatar.png" alt="Brainsteam" /> </a> </div> <h1 class="site-title"><a href="https://brainsteam.co.uk/">Brainsteam</a></h1> <div class="site-description"><p>The irregular mental expulsions of a PhD student and CTO of Filament, my views are my own and do not represent my employers in any way.</p><nav class="nav social"> <ul class="flat"><li><a href="https://twitter.com/jamesravey/" title="Twitter" rel="me"><i data-feather="twitter"></i></a></li><li><a href="https://github.com/ravenscroftj" title="Github" rel="me"><i data-feather="github"></i></a></li><li><a href="/index.xml" title="RSS" rel="me"><i data-feather="rss"></i></a></li></ul> </nav></div> <nav class="nav"> <ul class="flat"> <li> <a href="/">Home</a> </li> <li> <a href="/tags">Tags</a> </li> <li> <a href="https://jamesravey.me">About Me</a> </li> </ul> </nav> </div> <div class="recent-posts section"> <div class="posts"> <div class="post"> <div class="post-header"> <div class="meta"> <div class="date"> <span class="day">12</span> <span class="rest">Apr 2021</span> </div> </div> <div class="matter"> <h4 class="title small"> <a href="/2021/04/01/opinionated-guide-to-virtualenvs/">An opinionated guide to Python environments in 2021</a> </h4> <span class="description"> A fairly thorough explanation and exploration of python package and environment managers as of April 2021 with some opinionated setups proposed for different user types at the end. </span> </div> </div> </div> <div class="post"> <div class="post-header"> <div class="meta"> <div class="date"> <span class="day">01</span> <span class="rest">Mar 2021</span> </div> </div> <div class="matter"> <h4 class="title small"> <a href="/2021/03/01/running-old-pytorch-docker/">Reproducing 'ancient' experiments with Pytorch inside docker</a> </h4> <span class="description"> Using containers to run old & deprecated PyTorch code with relative ease </span> </div> </div> </div> <div class="post"> <div class="post-header"> <div class="meta"> <div class="date"> <span class="day">14</span> <span class="rest">Jan 2021</span> </div> </div> <div class="matter"> <h4 class="title small"> <a href="/2021/01/14/pickle-5-madness-with-mlflow/">Pickle 5 Madness with MLFlow and Python 3.6/3.7</a> </h4> <span class="description"> Solving 'unsupported pickle protocol: 5' when trying to load mlflow models </span> </div> </div> </div> <div class="post"> <div class="post-header"> <div class="meta"> <div class="date"> <span class="day">29</span> <span class="rest">Dec 2020</span> </div> </div> <div class="matter"> <h4 class="title small"> <a href="/2020/12/29/serving-nlp-models-with-mlflow/">Serving NLP Models with MLflow</a> </h4> <span class="description"> Serving NLP models with MLflow is a little trickier than serving models expecting tabular input. In this post we explore one possible solution with code examples. </span> </div> </div> </div> <div class="post"> <div class="post-header"> <div class="meta"> <div class="date"> <span class="day">27</span> <span class="rest">Nov 2020</span> </div> </div> <div class="matter"> <h4 class="title small"> <a href="/2020/11/27/dvc-and-backblaze-b2-for-reliable-reproducible-data-science/">DVC and Backblaze B2 for Reliable & Reproducible Data Science</a> </h4> <span class="description"> ## Introduction When you&#8217;re working with large datasets, storing them in git alongside your source code is usuall... </span> </div> </div> </div> <ul class="pagination"> <li class="page-item page-prev"> </li> <li class="page-item page-next"> <a href="/page/2/" class="page-link" aria-label="Next"><span aria-hidden="true">Next page →</span></a> </li> </ul> </div> </div> </div> <div class="footer wrapper"> <nav class="nav"> <div>2021 © James Ravenscroft 2020 | <a href="https://github.com/knadh/hugo-ink">Ink</a> theme on <a href="https://gohugo.io">Hugo</a></div> </nav> </div> <script type="application/javascript"> var doNotTrack = false; if (!doNotTrack) { window.ga=window.ga||function(){(ga.q=ga.q||[]).push(arguments)};ga.l=+new Date; ga('create', 'UA-186263385-1', 'auto'); ga('send', 'pageview'); } </script> <script async src='https://www.google-analytics.com/analytics.js'></script> <script>feather.replace()</script> </body> </html>