January 20, 2022 Various

A work in progress box containing various Python utilities

A set of modern Python libraries under development to simplify the execution of reusable routines by different projects. Table of Contents A set of modern Python libraries under development to simplify the execution of reusable routines by different projects. Each namespace is intended to become a separate library, subject to validation of its quality level. Each of the namespaces named deepnox.* is intended to be externalized as part of a specialized Python operating package. Using pip Using setup.py Clone the […]

January 20, 2022 Configuration

Light-weight, easily configurable, dockerized homepage

homed is a light-weight customizable portal primarily intended for the “self-hosted” crowd with built-in support for local authentication services (e.g. Authelia). The user configures options and which links to display using a yaml file, and also has ability to include custom CSS and JavaScript. All resources are hosted locally. Access to links is controlled via groups passed in by the authentication service using the Remote-Groups request header (which Authelia supports). Light Mode: Dark Mode: Weather: Displays current local radar and […]

January 20, 2022 Bot

Python bot that can guess the daily Wordle word correct 96.8% of the time

Python bot created with Selenium that can guess the daily Wordle word correct 96.8% of the time. It will log onto the wordle website and enter guesses until it gets it right. I tried a new algorithm works by guessing the five words: quick, brown, shady, cleft, gimps to see what letters in the alphabet are in the actual word. Most of the time, the bot is able to figure out all 5 letters in the word at this point. […]

January 20, 2022 PyTorch

A PyTorch implementation for Transition Matrix Representation of Trees with Transposed Convolutions

This project is a PyTorch implementation for Transition Matrix Representation of Trees with Transposed Convolutions, published as a conference proceeding atSDM 2022. The paper proposes TART (Transition Matrix Representation withTransposed Convolutions), a novel framework for generalizing tree models with aunifying view. Requirements The repository is written by Python 3.7 with the packages listed inrequirements.txt. A GPU environment is strongly recommended for efficienttraining and inference of our model. You can type the following command toinstall the required packages: pip install -r […]

January 20, 2022 Tool

This Is Bangladeshi All Sim Cloner Tools

INSTALL TOOL ON TERMUX $ apt update $ apt upgrade $ apt install python2 $ apt install git $ pip2 install mechanize $ pip2 install requests $ git clone https://github.com/MAHADI-143/BD-ALL-DIGIT RUN SCRIPT $ ls $ cd BD-ALL-DIGIT $ ls $ python2 Mahadi-11D.py Find Me on : GitHub View Github

January 20, 2022 Generator

The generative design for single red clood cell hydrodynamic traps using GEFEST framework

This is the repository for the paper “Single Red Blood Cell Hydrodynamic Traps Via the Generative Design” submitted to Micromachines journal. In the paper, the evolutionary approach implemented in GEFEST framework was applied to optimize the structure of geometrically-encoded cell traps. Experiments folder contains the scripts that run the optimization for the described case.Setup contains the wrapper for the COMSOL simulator and the configuration for the simulation environment.Results folder contains the structure of best obtained configuration. GitHub View Github […]

January 20, 2022 Django

A collection of django password validators

A collection of django password validators. Compatibility Python: 3.6, 3.7, 3.8, 3.9, 3.10 Django: 3.2, 4.0 Installation For translations to work, add django_pwned to INSTALLED_APPS. TL;DR: AUTH_PASSWORD_VALIDATORS = [ {“NAME”: “django.contrib.auth.password_validation.UserAttributeSimilarityValidator”}, {“NAME”: “django_pwned.validators.GitHubLikePasswordValidator”}, {“NAME”: “django_pwned.validators.MinimumUniqueCharactersPasswordValidator”}, {“NAME”: “django_pwned.validators.PwnedPasswordValidator”}, ] Validators PwnedPasswordValidator(request_timeout=1.5) This validator uses the Pwned Passwords API to check for compromised passwords. Internally, this validator checks password with django’sCommonPasswordValidator and if password was not in django’s list,uses Pwned API to check password. So you can remove CommonPasswordValidatorif you’re using this […]

January 20, 2022 Course

All exercises done during the Python 3 course in the Video Course (World 1, 2 and 3)

Todos os exercícios feitos durante os três cursos de Python 3 no Curso em Vídeo (Mundo 1, 2 e 3). O curso que me introduziu no mundo da programação. Inicie ele sem saber nada sobre a área e hoje entendo a lógica e algoritmos de programação, assim como a como programar em Python. No total foram realizados 115 exercícios. 📚 Conteúdo do Curso Python 3 – Mundo 1 (40 horas) Introdução ao Mundo da Programação; Primeiros passos com o Python; […]

January 20, 2022 Neural Machine Translation (NMT), NMT Leave a comment

Machine Translation Weekly 99: Multilingual models can also be evil

In a report published in December on arXiv, Google Deepmind tries to categorize major ethical and societal issues connected to large language models. The report probably does not say anything that was not known before, but I like the way they categorize the issues they talk about. Because the report mostly talks about monolingual language models, in this post, I will go over some of the issues they discuss and speculate how they in the paper are relevant for machine […]

January 20, 2022 Python

How vectorization speeds up your Python code

Python is not the fastest programming language. So when you need to process a large amount of homogeneous data quickly, you’re told to rely on “vectorization.” This leads to more questions: What does “vectorization” actually mean? When does it apply? How does vectorization actually make code faster? To answer that question, we’ll consider interesting performance metrics, learn some useful facts about how CPUs work, and discover that NumPy developers are working hard to make your code faster. What “vectorization” means, […]

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