NLP, Tool

A drop in single file solution for templating with Variable Precedence

Jinja2++ Jinja2++ is a drop in single file solution for templating with Variable Precedence. You can use ANY language! How it works Based on the Unix pipeline : JSON – stdin |> stdout – JSON A var_file is any executable that slurps JSON from STDIN, and spits JSON from STD out. We assemble a series of cascading var_files based on the file hierarchy to overwrite proceeding variables. We also do context injection, in the same fashion, ie context as the […]

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Command-line Tools, NLP

Convert markdown to HTML using the GitHub API with Python

github-flavored-markdown-to-html A user-friendly python-module and command-line frontend to convert markdown to html. It uses GitHubs online Markdown-to-html-API by default (which requires internet connection), but comes with an option for offline conversion (which closely imitates GitHubs behavior), and any other python- or commandline tool can be plugged into it as well. Whatever you use it with is automatically extended with a ton of functionality, like more in- and output options, github-flavored CSS, formula support, image downloading, host-ready file- and image-placement, pdf-conversion, […]

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NLP

Hugging Face – Issue 8 – Mar 30th 2021

News Hugging Face Raises Series B! 📣 We are so excited to announce our $40M series B led by Lee Fixel at Addition with participation from Lux Capital, A.Capital Ventures, and betaworks! Thank you to all our open source contributors, pull requesters, issue openers, notebook creators, model architects, tweeting supporters & community members all over the world 🌎! We couldn’t do what we do & be where we are – in a field    

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NLP

Multi-Channel Speech Enhancement Using Graph Neural Networks

Abstract Multi-channel speech enhancement aims to extract clean speech from a noisy mixture using signals captured from multiple microphones. Recently proposed methods tackle this problem by incorporating deep neural network models with spatial filtering techniques such as the minimum variance distortionless response (MVDR) beamformer. In this paper, we introduce a different research direction by viewing each audio channel as a node lying in a non-Euclidean space and, specifically, a graph. This formulation allows us to apply graph neural networks (GNN) […]

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Games, NLP

A Boids Simulation written in Python with Pygame

PyNBoids A Python Boids SimulationThis is a Boids simulation, written in Python3 with Pygame2. To use save the pynboids.py file somewhere (and nboids.png if you wantit’s icon, not required), and run via python. (Example: python3 pynboids.py) Esc key to quit. I’ve included several tweakable settings near the top of the code. You canadjust window size, fullscreen, fps, and how many boids to spawn, as well aswhether boids avoid screen edges or wrap to the other side.. Change thebackground color, or […]

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NLP, Tool

Dress up your code with a beautiful graphical user interface

Dresscode Dress up your code with a beautiful graphical user interface ! This project is part of the Pyrustic Ecosystem. Look powered by the cyberpunk theme. Welcome ! Let me show you something: Figure 1 – Demo What if I told you that I did this with 1 Hex-digit lines of code :tm: ? The menu bar in Figure 1 is not a gimmick. Clicking on the buttons in the menu bar opens another page. So in fact I showed […]

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Data Analysis, NLP

Download candlestick data fast & easy for analysis

crypto-candlesticks The goal behind this project is to facilitate downloading cryptocurrency candlestick data fast & simple. Currently only the Bitfinex exchange is supported with more to come in future releases. The command-line interface is built using Click, which is intuitive and will prompt you for the commands. Once the data is downloaded, it will be converted and stored in a .csv, .sqlite3 and .pickle file for convenient analysis. The data will include the Open, High, Low, Close of the candles […]

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Command-line Tools, NLP

A CLI and GUI utility to control the lighting effects of your Alienware computer

AlienFX At present there is a CLI version (alienfx) and a gtk GUI version (alienfx-gtk). And has been tested on Debian/Ubuntu/Kali/Mint, Fedora and Arch Linux. Dependencies AlienFX is written in python and has been tested on python 3.9. It requiresthe following python packages to run: On Arch Linux: $ sudo pacman -S python-pyusb python-setuptools python-gobject python-cairo python-future On other distributions you need to install pyusb and pkg_resources using pip: pkg_resources.You can install pkg_resources using the following command: $ pip install […]

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GUI, NLP

A Python package that enables Python programmers of all levels to create GUIs

PySimpleGUI PySimpleGUI is a Python package that enables Python programmers of all levels to create GUIs. You specify your GUI window using a “layout” which contains widgets (they’re called “Elements” in PySimpleGUI). Your layout is used to create a window using one of the 4 supported frameworks to display and interact with your window. Supported frameworks include tkinter, Qt, WxPython, or Remi. The term “wrapper” is sometimes used for these kinds of packages. Your PySimpleGUI code is simpler and shorter […]

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Natural Language Processing, NLP

Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing

UT (Universal Transformation) AppendIrr Extend sentences by irrelevant sentences – BackTrans BackTrans (Trans short for translation) replaces test data with paraphrases by leveraging back translation, which is able to figure out whether or not the target models merely capture the literal features instead of semantic meaning. – Contraction Contraction replaces phrases like `will not` and `he has` with contracted forms, namely, `won’t` and `he’s` – InsertAdv Transforms an input by add adverb word before verb – Keyboard Keyboard turn to […]

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