<?xml version="1.0" encoding="utf-8" ?><rss version="2.0" xmlns:tt="http://teletype.in/" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:media="http://search.yahoo.com/mrss/"><channel><title>@python_analysis</title><generator>teletype.in</generator><description><![CDATA[@python_analysis]]></description><link>https://teletype.in/@python_analysis?utm_source=teletype&amp;utm_medium=feed_rss&amp;utm_campaign=python_analysis</link><atom:link rel="self" type="application/rss+xml" href="https://teletype.in/rss/python_analysis?offset=0"></atom:link><atom:link rel="next" type="application/rss+xml" href="https://teletype.in/rss/python_analysis?offset=10"></atom:link><atom:link rel="search" type="application/opensearchdescription+xml" title="Teletype" href="https://teletype.in/opensearch.xml"></atom:link><pubDate>Sat, 04 Apr 2026 09:22:17 GMT</pubDate><lastBuildDate>Sat, 04 Apr 2026 09:22:17 GMT</lastBuildDate><item><guid isPermaLink="true">https://teletype.in/@python_analysis/Fr33a592qfe</guid><link>https://teletype.in/@python_analysis/Fr33a592qfe?utm_source=teletype&amp;utm_medium=feed_rss&amp;utm_campaign=python_analysis</link><comments>https://teletype.in/@python_analysis/Fr33a592qfe?utm_source=teletype&amp;utm_medium=feed_rss&amp;utm_campaign=python_analysis#comments</comments><dc:creator>python_analysis</dc:creator><title>question</title><pubDate>Mon, 15 Jan 2024 13:33:01 GMT</pubDate><media:content medium="image" url="https://img2.teletype.in/files/59/c6/59c6213f-ed5a-430b-96de-438fb22a40a7.png"></media:content><description><![CDATA[<img src="https://img1.teletype.in/files/46/cb/46cb9c28-1a64-41bc-96f0-c1c995199464.png"></img>Hi, let me add some details to my colleague's question. I created a repo with 3 files: train.py, params.yaml and dvc yaml:]]></description><content:encoded><![CDATA[
  <p id="q80w">Hi. I created a repo with 3 files: train.py, params.yaml and dvc yaml:</p>
  <figure id="CuBT" class="m_column">
    <img src="https://img1.teletype.in/files/46/cb/46cb9c28-1a64-41bc-96f0-c1c995199464.png" width="980" />
  </figure>
  <p id="4j3k"></p>
  <p id="BhzA">As you can see dvc repro will run 1 stage which creats m.json with same value as input param. </p>
  <p id="uUxh">On the first step I initialized repo, ran dvc repro, and commited changes:  </p>
  <p id="3bfc">- git init<br />- dvc init<br />- dvc remote add -d rm_storage data<br />- dvc repro<br />- git add params.yaml dvc.yaml train.py data/.gitignore dvc.lock .dvc/config<br />- git commit -am c1 </p>
  <p id="CJBk">On the second step I changed params.yaml, ran dvc repro: </p>
  <p id="3bvu">At this step my cache/runs dir was filled with 2 repros:</p>
  <figure id="oa14" class="m_column">
    <img src="https://img2.teletype.in/files/5e/04/5e04301f-4ba9-4958-aed6-e59753b9c91b.png" width="968" />
  </figure>
  <p id="Gftn">After I ran two experiments </p>
  <p id="dZBv">(dvc exp run --set-param train.metric_input=0.81 <br />dvc exp run --set-param train.metric_input=0.82)</p>
  <p id="yUnE">my cache/runs dir looked like:</p>
  <figure id="8Dk0" class="m_column">
    <img src="https://img4.teletype.in/files/32/80/328001e0-9910-4ed1-8aac-669d1b7290ad.png" width="1012" />
  </figure>
  <p id="XmVg">Then I commited changes and again ran dvc repro and 1 exp. On picture below you can see my cache/runs dir as last and output of dvc exp:</p>
  <figure id="yudJ" class="m_column">
    <img src="https://img3.teletype.in/files/60/a0/60a04738-be7c-4738-8fe0-822753ee27c0.png" width="1041" />
  </figure>
  <p id="76li">BUT when I ran dvc gc -w, nothing changed:</p>
  <figure id="cTeo" class="m_column">
    <img src="https://img1.teletype.in/files/0c/28/0c28c553-d635-44c2-a93b-95cddb4161e5.png" width="973" />
  </figure>
  <p id="OONZ"> </p>
  <p id="G8YH">Additionally I can say that dvc gc -w --dry doesn-t work too:</p>
  <figure id="XLcG" class="m_column">
    <img src="https://img3.teletype.in/files/e9/69/e9699913-7bbf-4d60-b9e9-b440bcc7e55a.png" width="1056" />
  </figure>

]]></content:encoded></item><item><guid isPermaLink="true">https://teletype.in/@python_analysis/m5PDHoqZDYZ</guid><link>https://teletype.in/@python_analysis/m5PDHoqZDYZ?utm_source=teletype&amp;utm_medium=feed_rss&amp;utm_campaign=python_analysis</link><comments>https://teletype.in/@python_analysis/m5PDHoqZDYZ?utm_source=teletype&amp;utm_medium=feed_rss&amp;utm_campaign=python_analysis#comments</comments><dc:creator>python_analysis</dc:creator><title>Способы создания тензоров в PyTorch</title><pubDate>Sat, 01 Oct 2022 06:08:01 GMT</pubDate><media:content medium="image" url="https://img4.teletype.in/files/73/c6/73c62b59-42bb-4cbc-8e33-3a6a8aafe33c.png"></media:content><category>pytorch</category><description><![CDATA[<img src="https://img1.teletype.in/files/8f/a9/8fa97c7b-ff85-4c0a-ac54-bb6ec5d1c869.png"></img>Способы создания тензоров в PyTorch]]></description><content:encoded><![CDATA[
  <figure id="KUsc" class="m_column">
    <img src="https://img1.teletype.in/files/8f/a9/8fa97c7b-ff85-4c0a-ac54-bb6ec5d1c869.png" width="1512" />
  </figure>
  <p id="U7yp">Способы создания тензоров в <strong>PyTorch</strong></p>

]]></content:encoded></item><item><guid isPermaLink="true">https://teletype.in/@python_analysis/YRKe1wINfeL</guid><link>https://teletype.in/@python_analysis/YRKe1wINfeL?utm_source=teletype&amp;utm_medium=feed_rss&amp;utm_campaign=python_analysis</link><comments>https://teletype.in/@python_analysis/YRKe1wINfeL?utm_source=teletype&amp;utm_medium=feed_rss&amp;utm_campaign=python_analysis#comments</comments><dc:creator>python_analysis</dc:creator><title>Считать временной ряд</title><pubDate>Sat, 30 Jul 2022 05:58:00 GMT</pubDate><media:content medium="image" url="https://img3.teletype.in/files/a8/2b/a82b3c89-6181-4d12-97f0-d8cc62216dd7.png"></media:content><description><![CDATA[<img src="https://img3.teletype.in/files/ea/2d/ea2dec29-fdd3-43da-a8a2-a1ab2dcc7c89.png"></img>Пример считывания csv файла с указанием колонки индекса и преобразования ее к типу даты и времени. Для указания колонки индекса используется параметр index_col, а в аргументе parse_dates можно перечислить колонки с датами.]]></description><content:encoded><![CDATA[
  <figure id="gUCE" class="m_column">
    <img src="https://img3.teletype.in/files/ea/2d/ea2dec29-fdd3-43da-a8a2-a1ab2dcc7c89.png" width="795" />
  </figure>
  <p id="pGCK">Пример считывания <strong>csv </strong>файла с указанием колонки индекса и преобразования ее к типу даты и времени. Для указания колонки индекса используется параметр <strong>index_col</strong>, а в аргументе <strong>parse_dates </strong>можно перечислить колонки с датами.</p>

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