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, […]

January 19, 2022 Pygame

Rubik’s Cube in pygame with OpenGL

Rubik’s Cube in pygame with OpenGL The script show on the screen a Rubik Cube buit with OpenGL. Then I have also implemented all the possible moves as combination of the main moves. It is possible to change camera view with te mnouse in a way rude. Next step is to build an AI to solve it automatically. Feel free to download and edit it for your purpouse. See you soon. GitHub View Github

January 19, 2022 Challenge

Simulator for FRC 2022 challenge: Rapid React

Simulator for FRC 2022 challenge: Rapid React out-1.mp4 Usage In order to run the simulator use the following: python3 rrsim.py [config_path] where config_path is the path to the json configuration (default value is default_configs/config.json). Configurations In order to configure game, field and robots, a config JSON file must be created. See default_configs directory for examples of configurations. The following are parameters that can be defined in the configuration: Per-robot parameters: Name Type Meaning Example starting_position Tuple[float, float] Starting position of […]

January 19, 2022 Controller

Ground control station software for the drone created with the Python pyside2 library

Teknofest yarışmasında yerlilik kısmında Yer Kontrol İstasyonu yazılımı seçeneği bulunuyordu. Bu yüzden yerlilik alanında yer kontrol istasyonu yazmaya başladım. Ancak 2022 yılı Teknofest yarışmasında yerlilik kısmından yer kontrol istasyonu kaldırıldı. Bu yüzden projeye devam etmedim. Ancak gelecek yıllarda tekrar yerlilik kısmına yer kontrol istasyonu yazılımı konacak olursa ilgili arkadaşlar bu projeden yararlanarak, bu projeyi devam ettirerek kolayca yer kontrol istasyonu yazılımlarını yapabilirler. Bu proje benim bir işime yaramadı ancak belki farklı arkadaşların işine yarar bu yüzden paylaşmak istiyorum. Neler Kullandım? […]

January 19, 2022 Optimization

A computational optimization project towards the goal of gerrymandering the results of a hypothetical election in the UK

A computational optimization project towards the goal of gerrymandering the results of a hypothetical election in the UK. We seek to determine the best possible division of 14 shires on agiven map into 5 constituencies, each composed of one or more shires. We do so towards the goal of maximising the number of such constituencies in which “Joris Bohnson” wins a majority of the total votes inside this constituency. As a result, he is able to send the maximum possible […]

January 19, 2022 Command-line Tools

Booky – A command line utility for bookmarking files on your terminal

A command line utility for bookmarking files for quick access With it you can: Bookmark and delete your (aliases of) files at demand Launch them and use them in pipes like regular files! booky booky_source -o | code – Cat them Move their file locations Basically, Booky has the following options: -e ENV, –env

January 19, 2022 Audio

A2DP agent for promiscuous/permissive audio sinc

A2DP agent for promiscuous/permissive audio sinc for Linux. Once installed, a Bluetooth client, such as a smart phone, should be able to discover, pair, and subsequently play audio without any manual interaction. This is perfect for those with headless media boxes wanting to expand their connective options and saves explaining things to the kids 8) This project assumes the use of PulseAudio and should be tested with PortAudio if required. This project is heavily based on the Gist and comments […]

January 19, 2022 Scrape

Web Scraping with Python

Esse projeto consiste em um código para o usuário buscar as últimas nóticias sobre um termo qualquer, no site G1. Para esse projeto foi escolhida a linguagem de programação Python. Para que fosse possível realizar essa busca, foram utilizadas três bibiliotecas, que foram: selenium – Utilizada para automatizar o processo e obter o conteúdo da página Web. bs4 – BeautifoulSoup – Utilizada para manipular o conteúdo HTML. Pandas – Utilizada para criar e exportar um dataframe com as informações obtidas. […]

January 19, 2022 Machine Learning

Call of Duty World League: Search & Destroy Outcome Predictions

Growing up as an avid Call of Duty player, I was always curious about what factors led to a team winning or losing a match. Was it strictly based on the number of kills each player obtained? Was it who played the objective more? Or was it something different? Finally, after years of waiting, I decided that it was time to find my answers. Coupling my love for Call of Duty and my passion for data science, I began to […]

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