Deep Learning, NLP, NMT, AI, ML
iminuit iminuit is a Jupyter-friendly Python interface for the Minuit2 C++ library maintained by CERN’s ROOT team. It can be used as a general robust function minimisation method, but is most commonly used for likelihood fits of models to data, and to get model parameter error estimates from likelihood profile analysis. In a nutshell from iminuit import Minuit def fcn(x, y, z): return (x – 2) ** 2 + (y – 3) ** 2 + (z – 4) ** 2 […]
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A pytorch-toolbelt is a Python library with a set of bells and whistles for PyTorch for fast R&D prototyping and Kaggle farming: What’s inside Easy model building using flexible encoder-decoder architecture. Modules: CoordConv, SCSE, Hypercolumn, Depthwise separable convolution and more. GPU-friendly test-time augmentation TTA for segmentation and classification GPU-friendly inference on huge (5000×5000) images Every-day common routines (fix/restore random seed, filesystem utils, metrics) Losses: BinaryFocalLoss, Focal, ReducedFocal, Lovasz, Jaccard and Dice losses, Wing Loss and more. Extras for Catalyst library […]
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polychromatic An open source RGB lighting management front-end application to customise OpenRazer peripherals on GNU/Linux. Soon to be vendor agnostic! Polychromatic is a vendor agnostic front-end for managing lighting, RGB effects and some special functionality for keyboards, mice, keypads and just about any other gaming peripheral on your GNU/Linux system. The software aims to make it easy to create and co-ordinate lighting effects that work across all compatible hardware, even if you switch to another brand also supported by Polychromatic. […]
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RapidFuzz RapidFuzz is a fast string matching library for Python and C++, which is using the string similarity calculations from FuzzyWuzzy. However there are two aspects that set RapidFuzz apart from FuzzyWuzzy: It is MIT licensed so it can be used whichever License you might want to choose for your project, while you’re forced to adopt the GPL license when using FuzzyWuzzy It is mostly written in C++ and on top of this comes with a lot of Algorithmic improvements […]
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BeeRef BeeRef lets you quickly arrange your reference images and view them while you create. Its minimal interface is designed not to get in the way of your creative process. Installation via Python & pip At the moment, you need to have a working Python 3 environment to install BeeRef. Run the following command to install the development version: pip install git+https://github.com/rbreu/beeref.git Then run beeref or beeref filename.bee. If there are issues starting the application, run it with the environment […]
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Smogy BOT Smogy BOT is a usefull moderation bot totally made in python with the module discord_py and discord_slash. Normal member commands list This is all the commands that you can execute only with the permission to write in a channel. If a command is preceded by a ” * ” it means that the argument is optional. Help This command allows you to obtain more information about an order. Report This command allows you to report a member who […]
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FFenmass CLI Utility to encode and recursively recreate directories with ffmpeg. Features Processing whole directories with ffmpeg. Recreating directories with identical foldernames/filenames on the output. Skipping Files that have alredy been processed. Deleting half processed files, to keep output directory clean. Ignoring non media files. Getting Started FFenmass is an ffmpeg wrapper, adding the ability to process media files in directories and recreate them recursively. Prerequisites ffmpeg ffpb – Yeah I cant be bothered to make a ffmpeg loading bar, […]
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Text User Interface for running python tests. Still in beta version install using pip pip install pytest-ui provides the cli command pytui $ pytui –help Usage: pytui [OPTIONS] [PATH] Options: –debug / –no-debug Enable debug logging [default: False] –help Show this message and exit. r, F5 – run tests (last failed or first run, using filter) R, Ctrl + F5 – run all tests (using filter) s – run single test under cursor / – focus filter input Ctrl + […]
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reader reader is a Python feed reader library. It aims to allow writing feed reader applications without any business code, and without enforcing a dependency on a particular framework. reader allows you to: retrieve, store, and manage Atom, RSS, and JSON feeds mark entries as read or important add tags and metadata to feeds filter feeds and articles full-text search articles write plugins to extend its functionality skip all the low level stuff and focus on what makes your feed […]
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