pudbで機械学習開発を加速させる - The jonki
皆さん，pythonで機械学習のコードを書くときに，どのような環境で実装してますか？私は師匠もおらず，自分なりにいろいろ試していたところpudbに落ち着きました．pudbはデバッガーでpdbにUIが付いたようなものになります．pdbはC++でいうgdbみたいなもんですが，まぁガッツリ使うのは辛いです．pudbは下記の画像のようにターミナル上でグラフィカルにデバッグをできます． pudbを使うとどのようなことができるのか，この記事ではgifアニメーションをもとに紹介します． なぜpudbが便利か，AtomやVS Codeは使わないの？ 動作例の説明の前に，簡単にpudbに落ち着いた理由を説明しておきます． 私の環境だと，GPUが載ったマシンが手元になく（AWS，大学，会社），リモート（SSH経由）で開発する必要がありました．マシンが物理的に近くにあるときは，そのマシン上でVS Codeを動か
Python debugging tools - Debugging tools I like to generally use with python
Python debugging tools 05 June 2013 (updated 17 February 2016) This is an overview of the tools and practices I've used for debugging or profiling purposes. This is not necessarily complete, there are so many tools so I'm listing only what I think is best or relevant. If you know better tools or have other preferences, please comment below. Logging * Yes, really. Can't stress enough how important
Advanced Python Debugging with pdb | Codementor
Python's built-in pdb module is extremely useful for interactive debugging, but has a bit of a learning curve. For a long time, I stuck to basic print-debugging and used pdb on a limited basis, which meant I missed out on a lot of features that would have made debugging faster and easier. In this post I will show you a few tips I've picked up over the years to level up my interactive debugging ski
How to run pytest with an python debugger with tab completion?
Background I have been debugging my python scripts for ~2 years with plain from IPython import embed; embed(), and it has been working really fine. I just place the command on the line I want to examine, and when running the script I will have full IPython shell with capability for examining variables, defining functions, etc. On top of that, IPython shell comes with variable name tab completion.
the Python debugger « Python Conquers The Universe
As a programmer, one of the first things that you need for serious program development is a debugger. Python has a debugger, which is available as a module called pdb (for “Python DeBugger”, naturally!). Unfortunately, most discussions of pdb are not very useful to a Python newbie — most are very terse and simply rehash the description of pdb in the Python library reference manual. The discussion
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Python の CUI デバッガ「PuDB」の紹介と使い方 - Qiita
pdb like a pro
