Programming Leftovers

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PyTorch Beginner Tutorial - Tensors
PyTorch is a high-level framework for efficiently creating and training deep learning architectures such as Feed-Forward Neural Networks (FFNN), RNN, and CNN. It is an incredibly useful tool because it allows you to perform nifty natural language processing (NLP) and computer vision (CV) tasks. You can use PyTorch to create models that perform NLP tasks such as sentiment analysis, translation, summarization, and even text generation (smart speech bots). Some CV tasks that you can perform using PyTorch are object classification/detection, semantic segmentation, and real-time image processing. Of course, PyTorch can be used for other applications including audio files, medical files, and time-series forecasting.
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Perl Weekly Challenge 127: Disjoint Sets and Conflict Intervals
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TWC 127: Intersection on a Sunday Afternoon
Task 1, "Disjoint Sets" was basically something I've done before somewhere else. In fact, what I'm using is overkill for just determining if two sets intersect. I imagine most people would probably use the FAQ answer. However, I'm a fan of what cardinal LanX of Perl Monks fame was trying to do in making set intersection a more "organic" operation. I don't know how much those ideas developed, however, so I'll be looking at the other solutions to see if there's anything new.
I actually did use my perlmonks code on real problem a few years ago, in modified form. It does the trick pretty quickly compared to other approaches. Thanks perl hashing!
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Joachim Breitner: A Candid explainer: The rough idea
In this in-depth blog post series I want to shed some light onto these aspects of Candid. The target audience is mainly anyone who wants to deeply understand Candid, e.g. researchers, implementors of Candid tools, anyone who wants to builds a better alternative, but no particular prior Candid knowledge is expected. Also, much of what is discussed here is independent of the Internet Computer. Some posts may be more theoretical or technical than others; if you are lost in one I hope you’ll rejoin for the subsequent post
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digiKam 7.7.0 is released
After three months of active maintenance and another bug triage, the digiKam team is proud to present version 7.7.0 of its open source digital photo manager. See below the list of most important features coming with this release.
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Dilution and Misuse of the "Linux" Brand
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Samsung, Red Hat to Work on Linux Drivers for Future Tech
The metaverse is expected to uproot system design as we know it, and Samsung is one of many hardware vendors re-imagining data center infrastructure in preparation for a parallel 3D world.
Samsung is working on new memory technologies that provide faster bandwidth inside hardware for data to travel between CPUs, storage and other computing resources. The company also announced it was partnering with Red Hat to ensure these technologies have Linux compatibility.
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