211 lines
6.7 KiB
HTML
211 lines
6.7 KiB
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<meta name="generator" content="Hugo 0.82.1" />
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<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">
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<h1 class="site-title"><a href="https://brainsteam.co.uk/">Brainsteam</a></h1>
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<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">
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<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>
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<a href="https://jamesravey.me">About Me</a>
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<div class="posts">
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<div class="post">
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<div class="post-header">
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<div class="meta">
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<div class="date">
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<span class="day">12</span>
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<span class="rest">Apr 2021</span>
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</div>
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</div>
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<div class="matter">
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<h4 class="title small">
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<a href="/2021/04/01/opinionated-guide-to-virtualenvs/">An opinionated guide to Python environments in 2021</a>
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</h4>
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<span class="description">
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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.
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</span>
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</div>
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</div>
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</div>
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<div class="post">
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<div class="post-header">
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<div class="meta">
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<div class="date">
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<span class="day">01</span>
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<span class="rest">Mar 2021</span>
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</div>
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</div>
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<div class="matter">
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<h4 class="title small">
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<a href="/2021/03/01/running-old-pytorch-docker/">Reproducing 'ancient' experiments with Pytorch inside docker</a>
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</h4>
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<span class="description">
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Using containers to run old & deprecated PyTorch code with relative ease
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</span>
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</div>
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</div>
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</div>
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<div class="post">
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<div class="post-header">
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<div class="meta">
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<div class="date">
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<span class="day">14</span>
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<span class="rest">Jan 2021</span>
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</div>
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</div>
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<div class="matter">
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<h4 class="title small">
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<a href="/2021/01/14/pickle-5-madness-with-mlflow/">Pickle 5 Madness with MLFlow and Python 3.6/3.7</a>
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</h4>
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<span class="description">
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Solving 'unsupported pickle protocol: 5' when trying to load mlflow models
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</span>
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</div>
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</div>
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</div>
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<div class="post">
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<div class="post-header">
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<div class="meta">
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<div class="date">
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<span class="day">29</span>
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<span class="rest">Dec 2020</span>
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</div>
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</div>
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<div class="matter">
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<h4 class="title small">
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<a href="/2020/12/29/serving-nlp-models-with-mlflow/">Serving NLP Models with MLflow</a>
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</h4>
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<span class="description">
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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.
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</span>
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</div>
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</div>
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</div>
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<div class="post">
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<div class="post-header">
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<div class="meta">
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<div class="date">
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<span class="day">27</span>
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<span class="rest">Nov 2020</span>
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</div>
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</div>
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<div class="matter">
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<h4 class="title small">
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<a href="/2020/11/27/dvc-and-backblaze-b2-for-reliable-reproducible-data-science/">DVC and Backblaze B2 for Reliable & Reproducible Data Science</a>
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</h4>
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<span class="description">
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## Introduction
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When you&#8217;re working with large datasets, storing them in git alongside your source code is usuall...
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</span>
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</div>
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</div>
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</div>
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<a href="/page/2/" class="page-link" aria-label="Next"><span aria-hidden="true">Next page →</span></a>
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<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>
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