Privacy Preserving Machine Learning: Maintaining confidentiality and preserving trust

Machine learning (ML) offers tremendous opportunities to increase productivity. However, ML systems are only as good as the quality of the data that informs the training of ML models. And training ML models requires a significant amount of data, more than a single individual or organization can contribute. By sharing data to collaboratively train ML models, we can unlock value and develop powerful language models that are applicable  

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A Quiz with different topics with python

QuizGame is a quiz with different topics. You can choose a topic and take the quiz. In the end you will get your result. The program is under active development, so there may be errors or flaws in it. To install the latest version of the program, enter the following commands: git clone https://github.com/GrobranGG/QuizGame-python cd QuizGame-python pip install -r requirements.txt python main.py At the moment, the project has version 1.0. You can download the latest version on the repository. This […]

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A python tool for speculation of ancestral allel, calculation of sfs and drawing its bar plot

This is a tool for speculation of ancestral allel, calculation of sfs and drawing its bar plot. It is easy-to-use and runing fast. What you should prepare is the phased vcf file containg the data of populations you intrested and the outgroup, the outgroup name file, and the annotation file. Enjoy it!!! It has four models: 0:Using all function, from original vcf data to sfs barplot    

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A python package that fetches tweets and user information in a very pythonic manner

Tweetsy uses Twitter’s underlying API to fetch user information and tweets and present it in a human-friendly way. What makes Tweetsy special is that everything is an object here. So it makes it very easier for the end users to store the data however they want, i.e. CSV, HTML or even in cloud database. This will become more clear in the following sections. Getting user data This package was originally designed to get user information (i.e. name, number of follower, […]

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Python to scrape overview and reviews of companies from Glassdoor

Data Scraping for Glassdoor This is python to scrape overview and reviews of companies from Glassdoor. Please use it carefully and follow the Terms of Service that explicitly prohibits web scraping. Built With Getting Started Download the SeleniumGlassdor.py file. Change the path of the chromedriver on your machine. Use your own file that contain the lists of the companies glassdoor url. The company url csv file is also attached here. The way to generate the file is also based on […]

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Pre-1.0 door/chest sound injector for Minecraft

Pre-1.0 door/chest sound injector for Minecraft. While the game is running, doorjector hotswaps the new sounds for the old right before the sounds become cached, allowing the injected SFX to bypass Mojang server authentication. You need to execute the script while on the dirt splash screen, before going into a game. Injecting during active playthrough causes the cache to randomize the sounds, and it’s really just not an enjoyable experience for anyone involved. Injected SFX only work in their active […]

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Lung Segmentation with fastapi

This app uses FastAPI as backend. Usage First install required libraries by running: pip install -r requirements.txt To run the application run following command in src dir: uvicorn main:app –reload or Tutorial main page fastapi documentation http://localhost:8000/docs show results http://localhost:8000/imshow GitHub   To finish reading, please visit source site

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