Data Visualization

A repository used to provide an introduction to dataviz in Python

This repository contains an introduction to dataviz in Python with a focus on browser based, interactive dataviz. Installation git clone https://github.com/MarcSkovMadsen/dataviz-in-python.git python -m venv .venv source .venv/Scripts/activate pip install -e .[all] Serve the presentation panel serve src/dataviz_in_python/presentation/*.py You can view the presentation at http://localhost:5006/introduction. GitHub View Github    

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Detection

Using YOLOv5 as detection on VIBE

VIBE is a classic 3D pose esitmation methods. But the original version is very slow no matter on detction tracking or rendering. In this branch new version, I make it re-born. The promote are: using YOLOv5 and DeepSort as tracking module, it’s faster and accurator; using realrender for rending, discard old and stupid pyrender; results: a video link: CPU实时的检测跟踪，同时跑3D姿态检测 – 金天的视频 – 知乎https://www.zhihu.com/zvideo/1483234969724538880 Check our YouTube videos below for more details. Paper Video Qualitative Results

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Tool

Tools for checking ACL paper submissions

ACL pubcheck is a Python tool that automatically detects author formatting errors, margin violations as well as many other common formatting errors in papers that are using the LaTeX sty file associated with ACL venues. The script can be used to check your papers before you submit to a conference. (We highly recommend running ACL pubcheck on your papers pre-submission—a well formatted paper helps keep the reviewers focused on the scientific content.) However, its main purpose is to ensure your […]

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PyTorch

A basic and simple training framework for pytorch. Easy to expand for multi network interaction

[TOC] Introduction A basic and simple training framework for pytorch, easy for extension. Dependence torch==1.7.0+cu110 torchvision==0.8.0 easydict==1.9 tensorboard==2.7 tensorboardX==2.4 PyYAML==5.3.1 Features Any module can be easily customized Not abstract, easy to learn, develop and debug With a lot of repetitive work reduction, it can be more easily control the training process in development and research Friendly to multi-network interactive training, such as GAN, transfer learning, knowledge distillation, etc. Train python main.py –model resnet18 –save_dir cifar100_resnet18 –config_path ./configs/cifar100.yml Results CIFAR100 All […]

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Vscode Extension

Linting support for python using the pylint library

A Visual Studio Code extension with support for the pylint linter. The extension ships with pylint=2.12.2. Settings Settings Default Description python.pylintArgs [] Custom arguments passed to pylint. E.g “python.pylintArgs” = [“–rcfile=”] python.pylintSeverity { “convention”: “Information”, “error”: “Error”, “fatal”: “Error”, “refactor”: “Hint”, “warning”: “Warning”, “info”: “Information” } Controls mapping of severity from pylint to VS Code severity when displaying in the problems window. You can override specific pylint error codes { “convention”: “Information”, “error”: “Error”, “fatal”: “Error”, “refactor”: “Hint”, “warning”: “Warning”, […]

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Scripts

i3 dotfiles and installation scripts

Installation currently auto installation is only supported for arch linux and arch based distros.clone the repo git clone https://github.com/Anomic-cr/i3_dotfiles.git And run the installation script and you should be good to go Manual Installation Install the dependencies and copy the config files Dependencies i3-gaps, sddm, betterlockscreen, i3status-git, i3blocks-git, alacritty, rofi-git, neofetch-git, polybar-git, dunst-git, feh-git, nitrogen, picom, lxappearance, xorg, xorg-xinit, xorg-server, qt5, oh-my-zsh, zsh Optional Dependencies

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Tool

A free alternative of the tool to check invites (with min/max members number) by genefit

💰 a free alternative of the tool by genefit Preview Warning My tool is probably more slow than genefit tool (but imagine paying 5$ for a checker lol) I never tried the genefit tool but I know how it works so I did this Maybe original Checky is writen in Golang, but mine is in Python Features Checks Invite name, and members Store the invites if there are corrects Proxies support Todo Built with Requirements Installation # Clone the repo: […]

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PyTorch

A Python bot which can compare and assist in predicting future crypto prices

A cryptocurrency bot which can assist you in predicting future crypto prices through comparing previous crypto prices with actual prices. The bot uses the method of Death Cross vs Golden Cross, a reliable method for solid predictions of prices, to make a plot based on previously predicted data. Image: Preview of the graph Table of Contents Features Interactive graph Allows user to input to customize the following in the chart – currency, cryptocurrency, time period and time interval Various built-in […]

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