Day: October 2, 2021

Data Analysis

Exploratory Data Analysis for Employee Retention Dataset

Employee turn-over is a very costly problem for companies. The cost of replacing an employee if often larger than 100K USD, taking into account the time spent to interview and find a replacement, placement fees, sign-on bonuses and the loss of productivity for several months. It is only natural then that data science has started being applied to this area. Understanding why and when employees are most likely to leave can lead to actions to improve employee retention as well […]

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pyqt5

Different Shapes Made With PyQt5

Different Shapes Made With PyQt5 How to contribute? Your pull request must contain a file with the name of the shape’s. Moreover, your python file should be independent, meaning that it should have an instance of QApplication created GitHub https://github.com/Win-tharsh/PyQt6-Shapes    

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hacktoberfest

A Hacktoberfest 2021 Python Repository

This is A Hacktoberfest 2021 Repository What You Have to do?? Fork This Repository Add Your Python Project With Name [YOUR PROJECT NAME.with extension of your language] Make A Pull Request and Wait For it To be Reviewed And Accepted if That Was Worth It! Note — Just Please Add the Project in Their Respective Folders For Example – If it is a python project, Then add it to python/your project.pyIf There is no Folder of your Language, Then you […]

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Command-line Tools

A CLI tool that can download songs from youtube

Music Downloader is a tool that can download songs from Youtube. Installation Base requirements: If you have Python 3.7+ installed, all you need to do is follow these steps: > git clone https://github.com/matjsilva/music-downloader> cd music-downloader> python install.py Then, you just need to: > python musicDownloader.py When the tool starts, drop a “help” on the input and enjoy Music Downloader. ⚙️ Technologies used GitHub https://github.com/matjsilva/music-downloader    

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API

An extremely basic API client for the Wyscout API for Python

wyscoutapi is an extremely basic API client for the Wyscout API (v2 & v3). Usage Install with pip install wyscoutapi. To connect to the Wyscout v3 api: import wyscoutapi client = wyscoutapi.WyscoutAPI( username=’myusername’, password=’mypassword’, ) client.player(329061) To use the v2 legacy API, or alter the rate-limit(defaults to 12 requests per second): import wyscoutapi client = wyscoutapi.WyscoutAPI( username=’myusername’, password=’mypassword’,

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Robust

Robust fine-tuning of zero-shot models

This repository contains code for the paper Robust fine-tuning of zero-shot models by Mitchell Wortsman*, Gabriel Ilharco*, Mike Li, Jong Wook Kim, Hannaneh Hajishirzi, Ali Farhadi, Hongseok Namkoong, Ludwig Schmidt. Abstract Large pre-trained models such as CLIP offer consistent accuracy across a range of data distributions when performing zero-shot inference (i.e., without fine-tuning on a specific dataset). Although existing fine-tuning approaches substantially improve accuracy in-distribution, they also reduce out-of-distribution robustness. We address this tension by introducing a simple and effective […]

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Detection

An implemented version of Face Detection using OpenCV and Mediapipe

Project Description: In this project, we will be using the live video feed from the camera to detect Faces. It will also detect some specific points such as ears, nose, lips and eyes. Requirements: Following modules need to be installed for it to work properly: OpenCV: OpenCV is a huge open-source library for computer vision, machine learning, and image processing. OpenCV supports a wide variety of programming languages like Python, C++, Java, etc. It can process images and videos to […]

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