Do you write data science code? Do you struggle loading large amounts of data or wonder what parts of your code use the maximum amount of memory? Maybe you just want to require smaller compute resources (servers, RAM, and so on). <br/> <br/> If so, this episode is for you. We have Itamar Turner-Trauring, creator of the Python data science memory profiler FIL here to talk memory usage and data science.<br/> <br/> <strong>Links from the show</strong><br/> <br/> <div><b>Itamar on twitter</b>: <a href="https://twitter.com/itamarst" target="_blank" rel="noopener">@itamarst</a><br/> <b>FIL</b>: <a href="https://ift.tt/2WSr5Kj" target="_blank" rel="noopener">pythonspeed.com</a><br/> <b>Python Bytes coverage of FIL</b>: <a href="https://ift.tt/2MQ0szB" target="_blank" rel="noopener">pythonbytes.fm</a><br/> <b>Video: Small Big Data: using NumPy and Pandas when your data doesn't fit in memory</b>: <a href="https://youtu.be/8pFnrr0NnwY" target="_blank" rel="noopener">youtube.com</a><br/> <b>Software Engineering for Data Scientists Article</b>: <a href="https://ift.tt/2I21XIL" target="_blank" rel="noopener">pythonspeed.com</a><br/> <br/> <b>Python Tutor</b>: <a href="http://pythontutor.com/" target="_blank" rel="noopener">pythontutor.com</a><br/> <b>Weak references</b>: <a href="https://ift.tt/1Szykv6" target="_blank" rel="noopener">docs.python.org</a><br/> <br/> <b>memory_profiler package</b>: <a href="https://ift.tt/JqNdfJ" target="_blank" rel="noopener">github.com</a><br/> <b>Austin profiler</b>: <a href="https://ift.tt/2LSf1V4" target="_blank" rel="noopener">github.com</a><br/> <b>WSL2 on Windows</b>: <a href="https://ift.tt/2UtSIYJ" target="_blank" rel="noopener">pbpython.com/wsl-python.html</a><br/></div><br/> <strong>Sponsors</strong><br/> <br/> <a href='https://ift.tt/3aBjB2k> <a href='https://ift.tt/2PVc9qH Python Training</a>
from Planet Python
via read more
Subscribe to:
Post Comments (Atom)
TestDriven.io: Working with Static and Media Files in Django
This article looks at how to work with static and media files in a Django project, locally and in production. from Planet Python via read...
-
Podcasts are a great way to immerse yourself in an industry, especially when it comes to data science. The field moves extremely quickly, an...
-
Graph traversal algorithms are used to perform various operations on a graph data structure. In this article, we will use the breadth-first ...
-
In an earlier tutorial we've already covered how to open dialog windows. These are special windows which (by default) grab the focus o...
No comments:
Post a Comment